1
|
Miller D, Dziulko A, Levy S. Pooled PPIseq: Screening the SARS-CoV-2 and human interface with a scalable multiplexed protein-protein interaction assay platform. PLoS One 2025; 20:e0299440. [PMID: 39823405 PMCID: PMC11741623 DOI: 10.1371/journal.pone.0299440] [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: 02/11/2024] [Accepted: 08/25/2024] [Indexed: 01/19/2025] Open
Abstract
Protein-Protein Interactions (PPIs) are a key interface between virus and host, and these interactions are important to both viral reprogramming of the host and to host restriction of viral infection. In particular, viral-host PPI networks can be used to further our understanding of the molecular mechanisms of tissue specificity, host range, and virulence. At higher scales, viral-host PPI screening could also be used to screen for small-molecule antivirals that interfere with essential viral-host interactions, or to explore how the PPI networks between interacting viral and host genomes co-evolve. Current high-throughput PPI assays have screened entire viral-host PPI networks. However, these studies are time consuming, often require specialized equipment, and are difficult to further scale. Here, we develop methods that make larger-scale viral-host PPI screening more accessible. This approach combines the mDHFR split-tag reporter with the iSeq2 interaction-barcoding system to permit massively-multiplexed PPI quantification by simple pooled engineering of barcoded constructs, integration of these constructs into budding yeast, and fitness measurements by pooled cell competitions and barcode-sequencing. We applied this method to screen for PPIs between SARS-CoV-2 proteins and human proteins, screening in triplicate >180,000 ORF-ORF combinations represented by >1,000,000 barcoded lineages. Our results complement previous screens by identifying 74 putative PPIs, including interactions between ORF7A with the taste receptors TAS2R41 and TAS2R7, and between NSP4 with the transmembrane KDELR2 and KDELR3. We show that this PPI screening method is highly scalable, enabling larger studies aimed at generating a broad understanding of how viral effector proteins converge on cellular targets to effect replication.
Collapse
Affiliation(s)
- Darach Miller
- SLAC National Accelerator Laboratory, Stanford University, Stanford, California, United States of America
| | - Adam Dziulko
- SLAC National Accelerator Laboratory, Stanford University, Stanford, California, United States of America
- Department of Molecular, Cellular, and Developmental Biology, University of Colorado Boulder, Boulder, Colorado, United States of America
- BioFrontiers Institute, University of Colorado Boulder, Boulder, Colorado, United States of America
| | - Sasha Levy
- SLAC National Accelerator Laboratory, Stanford University, Stanford, California, United States of America
| |
Collapse
|
2
|
Xu Z, Zhang X, Pal C, Rozners E, Callahan BP. Enzyme fragment complementation driven by nucleic acid hybridization sans self-labeling protein. Bioorg Chem 2025; 154:108039. [PMID: 39705932 DOI: 10.1016/j.bioorg.2024.108039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2024] [Revised: 11/26/2024] [Accepted: 12/03/2024] [Indexed: 12/23/2024]
Abstract
A modified enzyme fragment complementation assay has been designed and validated as a turn-on biosensor for nucleic acid detection in dilute aqueous solution. The assay is target sequence-agonistic and uses fragments of NanoBiT, the split luciferase reporter enzyme, that are esterified enzymatically at their C-termini to steramers, sterol-linked oligonucleotides. The Drosophila hedgehog autoprocessing domain, DHhC, serves as the self-cleaving enzyme for the NanoBiT-steramer bioconjugations. Unlike current approaches, the final bioconjugate generated by DHhC and used for nucleic acid detection is free of self-labeling passenger protein. In the presence of single stranded (ss) DNA or RNA template with adjacent segments complementary to the Nano-BiT steramer oligonucleotides, the two NanoBiT fragments associate productively, reconstituting NanoBiT's luciferase activity. In samples containing ssDNA or RNA template at low nM concentrations, NanoBiT luminescence exceeded background signal by 30- to 60-fold. The steramer probe sequences used to prepare these sensors are unconstrained in length and composition. In the absence of sequence constraints of the probe element and without the added bulk of a self-labeling protein, these NanoBiT-steramer bioconjugates open new applications in the programmable detection of small fragments of coding and noncoding DNA and RNA.
Collapse
Affiliation(s)
- Zihan Xu
- Department of Chemistry, Binghamton University, The State University of New York, 4400 Vestal Parkway East Binghamton, New York 13902, USA
| | - Xiaoyu Zhang
- Department of Chemistry, Binghamton University, The State University of New York, 4400 Vestal Parkway East Binghamton, New York 13902, USA
| | - Chandan Pal
- Department of Chemistry, Binghamton University, The State University of New York, 4400 Vestal Parkway East Binghamton, New York 13902, USA
| | - Eriks Rozners
- Department of Chemistry, Binghamton University, The State University of New York, 4400 Vestal Parkway East Binghamton, New York 13902, USA
| | - Brian P Callahan
- Department of Chemistry, Binghamton University, The State University of New York, 4400 Vestal Parkway East Binghamton, New York 13902, USA.
| |
Collapse
|
3
|
Aono Y, Nakajima T, Ichimiya W, Yoshida M, Sato M. Highly Efficient Fluorescent Probe to Visualize Protein Interactions at the Superresolution. ACS Chem Biol 2024; 19:1271-1279. [PMID: 38835147 DOI: 10.1021/acschembio.4c00075] [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: 06/06/2024]
Abstract
Superresolution microscopy (SR microscopy) of protein-protein interactions (PPIs) occurring in subcellular structures is essential for understanding cellular functions. However, a powerful and useful technology for SR microscopy of PPIs remains elusive. Here, we develop a highly efficient photoconvertible fluorescent probe, named split-Dendra2, for SR microscopy of PPIs in the cell. We found that split-Dendra2 enables a highly efficient detection of PPIs, making it possible to perform SR microscopy of PPIs with high spatial resolution and high image reconstruction fidelity. We demonstrate the utility of split-Dendra2 by visualizing PPIs occurring in small subcellular structures at the superresolution, such as clathrin-coated pits and focal adhesions, which cannot be visualized by the existing tools. Split-Dendra2 offers a powerful and useful tool that greatly expands the possibility of SR microscopy and can contribute to revealing the function of PPIs at the nanoscale resolution.
Collapse
Affiliation(s)
- Yuki Aono
- Graduate School of Arts and Sciences, The University of Tokyo, Tokyo 153-8902, Japan
| | - Takahiro Nakajima
- Graduate School of Arts and Sciences, The University of Tokyo, Tokyo 153-8902, Japan
- Kanagawa Institute of Industrial Science and Technology, Kanagawa 243-0435, Japan
| | - Wataru Ichimiya
- Graduate School of Arts and Sciences, The University of Tokyo, Tokyo 153-8902, Japan
| | - Mayumi Yoshida
- Graduate School of Arts and Sciences, The University of Tokyo, Tokyo 153-8902, Japan
| | - Moritoshi Sato
- Graduate School of Arts and Sciences, The University of Tokyo, Tokyo 153-8902, Japan
- Kanagawa Institute of Industrial Science and Technology, Kanagawa 243-0435, Japan
| |
Collapse
|
4
|
Xu Z, Zhang X, Pal C, Rozners E, Callahan BP. Enzyme Fragment Complementation Driven by Nucleic Acid Hybridization. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.12.19.572427. [PMID: 38187717 PMCID: PMC10769296 DOI: 10.1101/2023.12.19.572427] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/09/2024]
Abstract
A modified protein fragment complementation assay has been designed and validated as a gain-of-signal biosensor for nucleic acid:nucleic acid interactions. The assay uses fragments of NanoBiT, the split luciferase reporter enzyme, that are esterified at their C-termini to steramers, sterol-modified oligodeoxynucleotides. The Drosophila hedgehog autoprocessing domain, DHhC, served as a self-cleaving catalyst for these bioconjugations. In the presence of ssDNA or RNA with segments complementary to the steramers and adjacent to one another, the two NanoBiT fragments productively associate, reconstituting NanoBiT enzyme activity. NanoBiT luminescence in samples containing nM ssDNA or RNA template exceeded background by 30-fold and as high as 120-fold depending on assay conditions. A unique feature of this detection system is the absence of a self-labeling domain in the NanoBiT bioconjugates. Eliminating that extraneous bulk broadens the detection range from short oligos to full-length mRNA.
Collapse
Affiliation(s)
- Zihan Xu
- Department of Chemistry, Binghamton University, The State University of New York, 4400 Vestal Parkway East Binghamton, New York, 13902, USA
| | - Xiaoyu Zhang
- Department of Chemistry, Binghamton University, The State University of New York, 4400 Vestal Parkway East Binghamton, New York, 13902, USA
| | - Chandan Pal
- Department of Chemistry, Binghamton University, The State University of New York, 4400 Vestal Parkway East Binghamton, New York, 13902, USA
| | - Eriks Rozners
- Department of Chemistry, Binghamton University, The State University of New York, 4400 Vestal Parkway East Binghamton, New York, 13902, USA
| | - Brian P. Callahan
- Department of Chemistry, Binghamton University, The State University of New York, 4400 Vestal Parkway East Binghamton, New York, 13902, USA
| |
Collapse
|
5
|
Bonagura TW, Babischkin JS, Pepe GJ, Albrecht ED. Quantification of Protein Expression by Proximity Ligation Assay in the Nonhuman Primate in Response to Estrogen. Methods Mol Biol 2022; 2418:77-93. [PMID: 35119661 PMCID: PMC9818029 DOI: 10.1007/978-1-0716-1920-9_6] [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] [Indexed: 01/11/2023]
Abstract
In the field of protein biology, immunology-based techniques are continuously evolving for the detection and quantification of individual protein levels, protein-protein interaction, and protein modifications in cells and tissues. The proximity ligation assay (PLA), a method of detection that combines immunologic and PCR-based approaches, was developed to overcome some of the drawbacks that are inherent with other detection methods. The PLA allows for very sensitive and discretely quantifiable measures of unmodified, native protein levels and protein-protein interaction/modification complexes in situ in both fixed tissues and cultured cells. We describe herein the PLA method and its applicability to quantify the effects of estrogen on expression of angioregulatory factors, e.g., endothelial nitric oxide synthase (eNOS) in the vasculature, vascular endothelial growth factor (VEGF) in the placenta, and melanocortin 2 receptor (MC2R)/accessory protein (MRAP) in the fetal adrenal of the nonhuman primate.
Collapse
Affiliation(s)
| | - Jeffery S Babischkin
- Department of Obstetrics and Gynecology, Reproductive Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Gerald J Pepe
- Department of Physiological Sciences, Eastern Virginia Medical School, Norfolk, VA, USA
| | - Eugene D Albrecht
- Department of Obstetrics and Gynecology, Reproductive Sciences, University of Maryland School of Medicine, Baltimore, MD, USA.
| |
Collapse
|
6
|
Blaszczak E, Lazarewicz N, Sudevan A, Wysocki R, Rabut G. Protein-fragment complementation assays for large-scale analysis of protein-protein interactions. Biochem Soc Trans 2021; 49:1337-1348. [PMID: 34156434 PMCID: PMC8286835 DOI: 10.1042/bst20201058] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Revised: 05/10/2021] [Accepted: 05/14/2021] [Indexed: 12/25/2022]
Abstract
Protein-protein interactions (PPIs) orchestrate nearly all biological processes. They are also considered attractive drug targets for treating many human diseases, including cancers and neurodegenerative disorders. Protein-fragment complementation assays (PCAs) provide a direct and straightforward way to study PPIs in living cells or multicellular organisms. Importantly, PCAs can be used to detect the interaction of proteins expressed at endogenous levels in their native cellular environment. In this review, we present the principle of PCAs and discuss some of their advantages and limitations. We describe their application in large-scale experiments to investigate PPI networks and to screen or profile PPI targeting compounds.
Collapse
Affiliation(s)
- Ewa Blaszczak
- Department of Genetics and Cell Physiology, Faculty of Biological Sciences, University of Wroclaw, Kanonia 6/8, 50-328 Wroclaw, Poland
| | - Natalia Lazarewicz
- Department of Genetics and Cell Physiology, Faculty of Biological Sciences, University of Wroclaw, Kanonia 6/8, 50-328 Wroclaw, Poland
- Univ Rennes, CNRS, IGDR (Institute of Genetics and Development of Rennes) – UMR 6290, F-35000 Rennes, France
| | - Aswani Sudevan
- Univ Rennes, CNRS, IGDR (Institute of Genetics and Development of Rennes) – UMR 6290, F-35000 Rennes, France
| | - Robert Wysocki
- Department of Genetics and Cell Physiology, Faculty of Biological Sciences, University of Wroclaw, Kanonia 6/8, 50-328 Wroclaw, Poland
| | - Gwenaël Rabut
- Univ Rennes, CNRS, IGDR (Institute of Genetics and Development of Rennes) – UMR 6290, F-35000 Rennes, France
| |
Collapse
|
7
|
Ascencio D, Diss G, Gagnon-Arsenault I, Dubé AK, DeLuna A, Landry CR. Expression attenuation as a mechanism of robustness against gene duplication. Proc Natl Acad Sci U S A 2021; 118:e2014345118. [PMID: 33526669 PMCID: PMC7970654 DOI: 10.1073/pnas.2014345118] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Gene duplication is ubiquitous and a major driver of phenotypic diversity across the tree of life, but its immediate consequences are not fully understood. Deleterious effects would decrease the probability of retention of duplicates and prevent their contribution to long-term evolution. One possible detrimental effect of duplication is the perturbation of the stoichiometry of protein complexes. Here, we measured the fitness effects of the duplication of 899 essential genes in the budding yeast using high-resolution competition assays. At least 10% of genes caused a fitness disadvantage when duplicated. Intriguingly, the duplication of most protein complex subunits had small to nondetectable effects on fitness, with few exceptions. We selected four complexes with subunits that had an impact on fitness when duplicated and measured the impact of individual gene duplications on their protein-protein interactions. We found that very few duplications affect both fitness and interactions. Furthermore, large complexes such as the 26S proteasome are protected from gene duplication by attenuation of protein abundance. Regulatory mechanisms that maintain the stoichiometric balance of protein complexes may protect from the immediate effects of gene duplication. Our results show that a better understanding of protein regulation and assembly in complexes is required for the refinement of current models of gene duplication.
Collapse
Affiliation(s)
- Diana Ascencio
- Regroupement Québécois de Recherche sur la Fonction, l'Ingénierie et les Applications des Protéines, Québec, QC G1V 0A6, Canada
- Institut de Biologie Intégrative et des Systèmes, Université Laval, Québec, QC G1V 0A6, Canada
- Centre de Recherche en Données Massives de l'Université Laval, Université Laval, Québec, QC G1V 0A6, Canada
- Département de Biochimie, de Microbiologie et de Bio-informatique, Université Laval, Québec, QC G1V 0A6, Canada
- Département de Biologie, Université Laval, Québec, QC G1V 0A6, Canada
- Unidad de Genómica Avanzada (Langebio), Centro de Investigación y de Estudios Avanzados, 36824 Irapuato, Guanajuato, Mexico
| | - Guillaume Diss
- Regroupement Québécois de Recherche sur la Fonction, l'Ingénierie et les Applications des Protéines, Québec, QC G1V 0A6, Canada
- Institut de Biologie Intégrative et des Systèmes, Université Laval, Québec, QC G1V 0A6, Canada
- Centre de Recherche en Données Massives de l'Université Laval, Université Laval, Québec, QC G1V 0A6, Canada
- Département de Biologie, Université Laval, Québec, QC G1V 0A6, Canada
| | - Isabelle Gagnon-Arsenault
- Regroupement Québécois de Recherche sur la Fonction, l'Ingénierie et les Applications des Protéines, Québec, QC G1V 0A6, Canada
- Institut de Biologie Intégrative et des Systèmes, Université Laval, Québec, QC G1V 0A6, Canada
- Centre de Recherche en Données Massives de l'Université Laval, Université Laval, Québec, QC G1V 0A6, Canada
- Département de Biochimie, de Microbiologie et de Bio-informatique, Université Laval, Québec, QC G1V 0A6, Canada
- Département de Biologie, Université Laval, Québec, QC G1V 0A6, Canada
| | - Alexandre K Dubé
- Regroupement Québécois de Recherche sur la Fonction, l'Ingénierie et les Applications des Protéines, Québec, QC G1V 0A6, Canada
- Institut de Biologie Intégrative et des Systèmes, Université Laval, Québec, QC G1V 0A6, Canada
- Centre de Recherche en Données Massives de l'Université Laval, Université Laval, Québec, QC G1V 0A6, Canada
- Département de Biochimie, de Microbiologie et de Bio-informatique, Université Laval, Québec, QC G1V 0A6, Canada
- Département de Biologie, Université Laval, Québec, QC G1V 0A6, Canada
| | - Alexander DeLuna
- Unidad de Genómica Avanzada (Langebio), Centro de Investigación y de Estudios Avanzados, 36824 Irapuato, Guanajuato, Mexico
| | - Christian R Landry
- Regroupement Québécois de Recherche sur la Fonction, l'Ingénierie et les Applications des Protéines, Québec, QC G1V 0A6, Canada;
- Institut de Biologie Intégrative et des Systèmes, Université Laval, Québec, QC G1V 0A6, Canada
- Centre de Recherche en Données Massives de l'Université Laval, Université Laval, Québec, QC G1V 0A6, Canada
- Département de Biochimie, de Microbiologie et de Bio-informatique, Université Laval, Québec, QC G1V 0A6, Canada
- Département de Biologie, Université Laval, Québec, QC G1V 0A6, Canada
| |
Collapse
|
8
|
Carpenter MA, Wang Y, Telmer CA, Schmidt BF, Yang Z, Bruchez MP. Protein Proximity Observed Using Fluorogen Activating Protein and Dye Activated by Proximal Anchoring (FAP-DAPA) System. ACS Chem Biol 2020; 15:2433-2443. [PMID: 32786268 DOI: 10.1021/acschembio.0c00419] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
The development and function of tissues, blood, and the immune system is dependent upon proximity for cellular recognition and communication. However, the detection of cell-to-cell contacts is limited due to a lack of reversible, quantitative probes that can function at these dynamic sites of irregular geometry. Described here is a novel chemo-genetic tool developed for fluorescent detection of protein-protein proximity and cell apposition that utilizes the Fluorogen Activating Protein (FAP) in combination with a Dye Activated by Proximal Anchoring (DAPA). The FAP-DAPA system has two protein components, the HaloTag and FAP, expressed on separate protein targets or in separate cells. The proteins function to bind and activate a compound that has the hexyl chloride (HexCl) ligand connected to malachite green (MG), the FAP fluorogen, via a poly(ethylene glycol) spacer spanning up to 28 nm. The dehalogenase protein, HaloTag, covalently binds the HexCl ligand, locally concentrating the attached MG. If the FAP is within range of the anchored fluorogen, it will bind and activate MG specifically when the bath concentration is too low to saturate the FAP receptor. A new FAP variant was isolated with a 1000-fold reduced KD of ∼10-100 nM so that the fluorogen activation reports proximity without artificially enhancing it. The system was characterized using purified FRB and FKBP fusion proteins and showed a doubling of fluorescence upon rapamycin induced complex formation. In cocultured HEK293 cells (HaloTag and FAP-expressing) fluorescence increased at contact sites across a broad range of labeling conditions, more reliably providing contact-specific fluorescence activation with the lower-affinity FAP variant. When combined with suitable targeting and expression constructs, this labeling system may offer significant improvements in on-demand detection of intercellular contacts, potentially applicable in neurological and immunological synapse measurements and other transient, dynamic biological appositions that can be perturbed using other labeling methods that stabilize these interactions.
Collapse
Affiliation(s)
- M. Alexandra Carpenter
- Carnegie Mellon University, Department of Chemistry, 5000 Forbes Avenue, Pittsburgh, Pennsylvania 15213, United States
| | - Yi Wang
- Carnegie Mellon University, Department of Biological Sciences, 5000 Forbes Avenue, Pittsburgh, Pennsylvania 15213, United States
| | - Cheryl A. Telmer
- Carnegie Mellon University, Department of Biological Sciences, 5000 Forbes Avenue, Pittsburgh, Pennsylvania 15213, United States
- Carnegie Mellon University, Molecular Biosensor and Imaging Center, 5000 Forbes Avenue, Pittsburgh, Pennsylvania 15213, United States
| | - Brigitte F. Schmidt
- Carnegie Mellon University, Molecular Biosensor and Imaging Center, 5000 Forbes Avenue, Pittsburgh, Pennsylvania 15213, United States
| | - Zhipeng Yang
- Carnegie Mellon University, Department of Biological Sciences, 5000 Forbes Avenue, Pittsburgh, Pennsylvania 15213, United States
| | - Marcel P. Bruchez
- Carnegie Mellon University, Department of Chemistry, 5000 Forbes Avenue, Pittsburgh, Pennsylvania 15213, United States
- Carnegie Mellon University, Department of Biological Sciences, 5000 Forbes Avenue, Pittsburgh, Pennsylvania 15213, United States
- Carnegie Mellon University, Molecular Biosensor and Imaging Center, 5000 Forbes Avenue, Pittsburgh, Pennsylvania 15213, United States
| |
Collapse
|
9
|
Yang Y, He M, Wei T, Sun J, Wu S, Gao T, Guo Z. Photo-affinity pulling down of low-affinity binding proteins mediated by post-translational modifications. Anal Chim Acta 2020; 1107:164-171. [PMID: 32200891 DOI: 10.1016/j.aca.2020.02.016] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2019] [Revised: 01/14/2020] [Accepted: 02/06/2020] [Indexed: 11/19/2022]
Abstract
Weak and transient protein-protein interactions (PPIs) mediated by the post-translational modifications (PTMs) play key roles in biological systems. However, technical challenges to investigate the PTM-mediated PPIs have impeded many research advances. In this work, we develop a photo-affinity pull-down assay method to pull-down low-affinity binding proteins, thus for the screen of PTM-mediated PPIs. In this method, the PTM-mediated non-covalent interactions can be converted to the covalent interactions by the photo-activated linkage, so as to freeze frame the low-affinity binding interactions. The fabricated photo-affinity magnetic beads (PAMBs) ensure high specificity and resolution to capture the interacted proteins. Besides, the introduction of PEG passivation layer on PAMB has significantly reduced the non-specific interaction as compared to the traditional pull-down assay. For proof-of-concept, by using this newly developed assay method, we have identified a set of proteins that can interact with a specific methylation site on Flap Endonuclease 1 (FEN1) protein. Less interfering proteins (decreased over 80%) and more proteins sub-classes are profiled as compared to the traditional biotin-avidin pull-down system. Therefore, this new pull-down method may provide a useful tool for the study of low-affinity PPIs, and contribute to the discovery of potential targets for renewed PTM-mediated interactions that is fundamentally needed in biomedical research.
Collapse
Affiliation(s)
- Yang Yang
- Jiangsu Key Laboratory for Molecular and Medical Biotechnology, College of Life Sciences, Nanjing Normal University, Nanjing, 210023, PR China
| | - Mengyuan He
- Jiangsu Key Laboratory for Molecular and Medical Biotechnology, College of Life Sciences, Nanjing Normal University, Nanjing, 210023, PR China
| | - Tianxiang Wei
- School of Environment, Nanjing Normal University, Nanjing, 210023, PR China
| | - Junhua Sun
- Jiangsu Key Laboratory for Molecular and Medical Biotechnology, College of Life Sciences, Nanjing Normal University, Nanjing, 210023, PR China
| | - Shaohua Wu
- Key Laboratory of Analytical Science for Food Safety and Biology (MOE & Fujian Province), College of Chemistry, Fuzhou University, Fuzhou, 350108, PR China
| | - Tao Gao
- Jiangsu Key Laboratory for Molecular and Medical Biotechnology, College of Life Sciences, Nanjing Normal University, Nanjing, 210023, PR China.
| | - Zhigang Guo
- Jiangsu Key Laboratory for Molecular and Medical Biotechnology, College of Life Sciences, Nanjing Normal University, Nanjing, 210023, PR China.
| |
Collapse
|
10
|
Marchant A, Cisneros AF, Dubé AK, Gagnon-Arsenault I, Ascencio D, Jain H, Aubé S, Eberlein C, Evans-Yamamoto D, Yachie N, Landry CR. The role of structural pleiotropy and regulatory evolution in the retention of heteromers of paralogs. eLife 2019; 8:46754. [PMID: 31454312 PMCID: PMC6711710 DOI: 10.7554/elife.46754] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2019] [Accepted: 08/11/2019] [Indexed: 01/07/2023] Open
Abstract
Gene duplication is a driver of the evolution of new functions. The duplication of genes encoding homomeric proteins leads to the formation of homomers and heteromers of paralogs, creating new complexes after a single duplication event. The loss of these heteromers may be required for the two paralogs to evolve independent functions. Using yeast as a model, we find that heteromerization is frequent among duplicated homomers and correlates with functional similarity between paralogs. Using in silico evolution, we show that for homomers and heteromers sharing binding interfaces, mutations in one paralog can have structural pleiotropic effects on both interactions, resulting in highly correlated responses of the complexes to selection. Therefore, heteromerization could be preserved indirectly due to selection for the maintenance of homomers, thus slowing down functional divergence between paralogs. We suggest that paralogs can overcome the obstacle of structural pleiotropy by regulatory evolution at the transcriptional and post-translational levels.
Collapse
Affiliation(s)
- Axelle Marchant
- Département de biochimie, de microbiologie et de bio-informatique, Université Laval, Québec, Canada.,PROTEO, le réseau québécois de recherche sur la fonction, la structure et l'ingénierie des protéines, Université Laval, Québec, Canada.,Centre de Recherche en Données Massives (CRDM), Université Laval, Québec, Canada.,Département de biologie, Université Laval, Québec, Canada
| | - Angel F Cisneros
- Département de biochimie, de microbiologie et de bio-informatique, Université Laval, Québec, Canada.,PROTEO, le réseau québécois de recherche sur la fonction, la structure et l'ingénierie des protéines, Université Laval, Québec, Canada.,Centre de Recherche en Données Massives (CRDM), Université Laval, Québec, Canada
| | - Alexandre K Dubé
- Département de biochimie, de microbiologie et de bio-informatique, Université Laval, Québec, Canada.,PROTEO, le réseau québécois de recherche sur la fonction, la structure et l'ingénierie des protéines, Université Laval, Québec, Canada.,Centre de Recherche en Données Massives (CRDM), Université Laval, Québec, Canada.,Département de biologie, Université Laval, Québec, Canada
| | - Isabelle Gagnon-Arsenault
- Département de biochimie, de microbiologie et de bio-informatique, Université Laval, Québec, Canada.,PROTEO, le réseau québécois de recherche sur la fonction, la structure et l'ingénierie des protéines, Université Laval, Québec, Canada.,Centre de Recherche en Données Massives (CRDM), Université Laval, Québec, Canada.,Département de biologie, Université Laval, Québec, Canada
| | - Diana Ascencio
- Département de biochimie, de microbiologie et de bio-informatique, Université Laval, Québec, Canada.,PROTEO, le réseau québécois de recherche sur la fonction, la structure et l'ingénierie des protéines, Université Laval, Québec, Canada.,Centre de Recherche en Données Massives (CRDM), Université Laval, Québec, Canada.,Département de biologie, Université Laval, Québec, Canada
| | - Honey Jain
- Département de biochimie, de microbiologie et de bio-informatique, Université Laval, Québec, Canada.,PROTEO, le réseau québécois de recherche sur la fonction, la structure et l'ingénierie des protéines, Université Laval, Québec, Canada.,Centre de Recherche en Données Massives (CRDM), Université Laval, Québec, Canada.,Department of Biological Sciences, Birla Institute of Technology and Sciences, Pilani, India
| | - Simon Aubé
- Département de biochimie, de microbiologie et de bio-informatique, Université Laval, Québec, Canada.,PROTEO, le réseau québécois de recherche sur la fonction, la structure et l'ingénierie des protéines, Université Laval, Québec, Canada.,Centre de Recherche en Données Massives (CRDM), Université Laval, Québec, Canada
| | - Chris Eberlein
- PROTEO, le réseau québécois de recherche sur la fonction, la structure et l'ingénierie des protéines, Université Laval, Québec, Canada.,Centre de Recherche en Données Massives (CRDM), Université Laval, Québec, Canada.,Département de biologie, Université Laval, Québec, Canada
| | - Daniel Evans-Yamamoto
- Research Center for Advanced Science and Technology, University of Tokyo, Tokyo, Japan.,Institute for Advanced Biosciences, Keio University, Tsuruoka, Japan.,Graduate School of Media and Governance, Keio University, Fujisawa, Japan
| | - Nozomu Yachie
- Research Center for Advanced Science and Technology, University of Tokyo, Tokyo, Japan.,Institute for Advanced Biosciences, Keio University, Tsuruoka, Japan.,Graduate School of Media and Governance, Keio University, Fujisawa, Japan.,Department of Biological Sciences, Graduate School of Science, University of Tokyo, Tokyo, Japan
| | - Christian R Landry
- Département de biochimie, de microbiologie et de bio-informatique, Université Laval, Québec, Canada.,PROTEO, le réseau québécois de recherche sur la fonction, la structure et l'ingénierie des protéines, Université Laval, Québec, Canada.,Centre de Recherche en Données Massives (CRDM), Université Laval, Québec, Canada.,Département de biologie, Université Laval, Québec, Canada
| |
Collapse
|