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Fu X, Kaur H, Rodgers ML, Montemayor EJ, Butcher SE, Hoskins AA. Identification of transient intermediates during spliceosome activation by single molecule fluorescence microscopy. Proc Natl Acad Sci U S A 2022; 119:e2206815119. [PMID: 36417433 PMCID: PMC9860250 DOI: 10.1073/pnas.2206815119] [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: 04/23/2022] [Accepted: 10/05/2022] [Indexed: 11/24/2022] Open
Abstract
Spliceosome activation is the process of creating the catalytic site for RNA splicing and occurs de novo on each intron following spliceosome assembly. Dozens of factors bind to or are released from the activating spliceosome including the Lsm2-8 heteroheptameric ring that binds the U6 small nuclear RNA 3'-end. Lsm2-8 must be released to permit active site stabilization by the Prp19-containing complex (NineTeen Complex, NTC); however, little is known about the temporal order of events and dynamic interactions that lead up to and follow Lsm2-8 release. We have used colocalization single molecule spectroscopy (CoSMoS) to visualize Lsm2-8 dynamics during activation of Saccharomyces cerevisiae spliceosomes in vitro. Lsm2-8 is recruited as a component of the tri-snRNP and is released after integration of the Prp19-containing complex (NTC). Despite Lsm2-8 and the NTC being mutually exclusive in existing cryo-EM structures of yeast B complex spliceosomes, we identify a transient intermediate containing both ([Formula: see text]) and provide a kinetic framework for its formation and transformation during activation. Prior to [Formula: see text] assembly, the NTC rapidly and reversibly samples the spliceosome suggesting a mechanism for preventing NTC sequestration by defective spliceosomes that fail to properly activate. In complementary ensemble assays, we show that a base-pairing-dependent ternary complex can form between Lsm2-8 and U2 and U6 helix II RNAs. We propose that this interaction may play a role in formation of transient spliceosome intermediates formed during activation.
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Affiliation(s)
- Xingyang Fu
- Department of Chemistry, University of Wisconsin-Madison, Madison, WI53706
| | - Harpreet Kaur
- Department of Biochemistry, University of Wisconsin-Madison, Madison, WI53706
| | - Margaret L. Rodgers
- Department of Biochemistry, University of Wisconsin-Madison, Madison, WI53706
| | - Eric J. Montemayor
- Department of Biochemistry, University of Wisconsin-Madison, Madison, WI53706
| | - Samuel E. Butcher
- Department of Biochemistry, University of Wisconsin-Madison, Madison, WI53706
| | - Aaron A. Hoskins
- Department of Chemistry, University of Wisconsin-Madison, Madison, WI53706
- Department of Biochemistry, University of Wisconsin-Madison, Madison, WI53706
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2
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Chen C, Ulbrich MH. Zinc-Finger-Mediated Labeling Reveals the Stoichiometry of Membrane Proteins. ACS NANO 2020; 14:4134-4140. [PMID: 32208669 DOI: 10.1021/acsnano.9b08865] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Characterizing interactions of proteins is pivotal for understanding their function. Recently, single-molecule imaging-based methods have proven useful for directly testing the stoichiometry of multi-subunit protein complexes. A limiting factor is the labeling of proteins with multiple spectrally discernible tags and low background. Here, we describe the use of zinc-finger (ZF)-mediated protein labeling for single-molecule imaging studies in living cells. A DNA-binding ZF is fused to the protein of interest and labeled by a DNA probe carrying the specific ZF binding sequence and an organic dye. Nonspecific binding is minimized by injecting the DNA/dye conjugate into the cell. With a reproducible labeling efficiency of 20%, we developed an approach to deduce the multiplicity of the subunits in a protein complex from the overall degree of labeling. We were able to confirm the fixed 2:2 assembly of the NMDA receptor in a three-color single-molecule imaging setup and reject alternative stoichiometries. Due to the modular design and small size of ZF proteins, this approach will allow the analysis of more complicated protein interaction patterns to understand the assembly rules for large protein complexes.
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Affiliation(s)
- Changsheng Chen
- School of Life Sciences, Co-innovation Center of Neuroregeneration, Key Laboratory of Neurogeneration of Jiangsu and MOE, Nantong University, 226019 Jiangsu, China
- Internal Medicine IV, Department of Medicine, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany
- Faculty of Biology, University of Freiburg, 79104 Freiburg, Germany
| | - Maximilian H Ulbrich
- Internal Medicine IV, Department of Medicine, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany
- BIOSS Centre for Biological Signalling Studies, University of Freiburg, 79104 Freiburg, Germany
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3
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Fu X, Moonschi FH, Fox-Loe AM, Snell AA, Hopkins DM, Avelar AJ, Henderson BJ, Pauly JR, Richards CI. Brain Region Specific Single-Molecule Fluorescence Imaging. Anal Chem 2019; 91:10125-10131. [PMID: 31298524 DOI: 10.1021/acs.analchem.9b02133] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
We developed an approach utilizing nanoscale vesicles extracted from brain regions combined with single molecule imaging to monitor how an animal's physiological condition regulates the dynamics of protein distributions in different brain regions. This method was used to determine the effect of nicotine on the distribution of receptor stoichiometry in different mouse brain regions. Nicotine-induced upregulation of α4β2 nicotinic acetylcholine receptors (nAChRs) is associated with changes in their expression, trafficking, and stoichiometry. The structural assembly of nAChRs has been quantified in cell culture based systems using single molecule techniques. However, these methods are not capable of quantifying biomolecule assembly that takes place in a live animal. Both nicotine-induced upregulation and changes in nAChR stoichiometry differ across brain regions. Our single molecule approach revealed that nicotine acts differentially across brain regions to alter assembly in response to exposure and withdrawal.
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Affiliation(s)
- Xu Fu
- Department of Chemistry , University of Kentucky , Lexington , Kentucky 40506 , United States
| | - Faruk H Moonschi
- Department of Physiology , University of Kentucky , Lexington , Kentucky 40536 , United States
| | - Ashley M Fox-Loe
- Department of Chemistry , Slippery Rock University , Slippery Rock , Pennsylvania 16057 , United States
| | - Aaron A Snell
- Department of Chemistry , University of Kentucky , Lexington , Kentucky 40506 , United States
| | - Deann M Hopkins
- Department of Pharmaceutical Sciences, College of Pharmacy , University of Kentucky , Lexington , Kentucky 40508 , United States
| | - Alicia J Avelar
- Department of Biomedical Sciences, Joan C. Edwards School of Medicine , Marshall University , Huntington , West Virginia 25755 , United States
| | - Brandon J Henderson
- Department of Biomedical Sciences, Joan C. Edwards School of Medicine , Marshall University , Huntington , West Virginia 25755 , United States
| | - James R Pauly
- Department of Pharmaceutical Sciences, College of Pharmacy , University of Kentucky , Lexington , Kentucky 40508 , United States
| | - Christopher I Richards
- Department of Chemistry , University of Kentucky , Lexington , Kentucky 40506 , United States
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4
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Fox-Loe AM, Moonschi FH, Richards CI. Organelle-specific single-molecule imaging of α4β2 nicotinic receptors reveals the effect of nicotine on receptor assembly and cell-surface trafficking. J Biol Chem 2017; 292:21159-21169. [PMID: 29074617 DOI: 10.1074/jbc.m117.801431] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2017] [Revised: 10/20/2017] [Indexed: 11/06/2022] Open
Abstract
Nicotinic acetylcholine receptors (nAChRs) assemble in the endoplasmic reticulum (ER) and traffic to the cell surface as pentamers composed of α and β subunits. Many nAChR subtypes can assemble with varying subunit ratios, giving rise to multiple stoichiometries exhibiting different subcellular localization and functional properties. In addition to the endogenous neurotransmitter acetylcholine, nicotine also binds and activates nAChRs and influences their trafficking and expression on the cell surface. Currently, no available technique can specifically elucidate the stoichiometry of nAChRs in the ER versus those in the plasma membrane. Here, we report a method involving single-molecule fluorescence measurements to determine the structural properties of these membrane proteins after isolation in nanoscale vesicles derived from specific organelles. These cell-derived nanovesicles allowed us to separate single membrane receptors while maintaining them in their physiological environment. Sorting the vesicles according to the organelle of origin enabled us to determine localized differences in receptor structural properties, structural influence on transport between organelles, and changes in receptor assembly within intracellular organelles. These organelle-specific nanovesicles revealed that one structural isoform of the α4β2 nAChR was preferentially trafficked to the cell surface. Moreover, nicotine altered nAChR assembly in the ER, resulting in increased production of the receptor isoform that traffics more efficiently to the cell surface. We conclude that the combined effects of the increased assembly of one nAChR stoichiometry and its preferential trafficking likely drive the up-regulation of nAChRs on the cell surface upon nicotine exposure.
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Affiliation(s)
- Ashley M Fox-Loe
- From the Department of Chemistry, University of Kentucky, Lexington, Kentucky 40506
| | - Faruk H Moonschi
- From the Department of Chemistry, University of Kentucky, Lexington, Kentucky 40506
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5
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Mihailovic MK, Chen A, Gonzalez-Rivera JC, Contreras LM. Defective Ribonucleoproteins, Mistakes in RNA Processing, and Diseases. Biochemistry 2017; 56:1367-1382. [PMID: 28206738 DOI: 10.1021/acs.biochem.6b01134] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Ribonucleoproteins (RNPs) are vital to many cellular events. To this end, many neurodegenerative diseases and cancers have been linked to RNP malfunction, particularly as this relates to defective processing of cellular RNA. The connection of RNPs and diseases has also propagated a shift of focus onto RNA targeting from traditional protein targeting treatments. However, therapeutic development in this area has been limited by incomplete molecular insight into the specific contributions of RNPs to disease. This review outlines the role of several RNPs in diseases, focusing on molecular defects in processes that affect proper RNA handling in the cell. This work also evaluates the contributions of recently developed methods to understanding RNP association and function. We review progress in this area by focusing on molecular malfunctions of RNPs associated with the onset and progression of several neurodegenerative diseases and cancer and conclude with a brief discussion of RNA-based therapeutic efforts.
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Affiliation(s)
- Mia K Mihailovic
- McKetta Department of Chemical Engineering, University of Texas at Austin , 200 East. Dean Keeton Street, Stop C0400, Austin, Texas 78712, United States
| | - Angela Chen
- McKetta Department of Chemical Engineering, University of Texas at Austin , 200 East. Dean Keeton Street, Stop C0400, Austin, Texas 78712, United States
| | - Juan C Gonzalez-Rivera
- McKetta Department of Chemical Engineering, University of Texas at Austin , 200 East. Dean Keeton Street, Stop C0400, Austin, Texas 78712, United States
| | - Lydia M Contreras
- McKetta Department of Chemical Engineering, University of Texas at Austin , 200 East. Dean Keeton Street, Stop C0400, Austin, Texas 78712, United States
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Hansen SR, Rodgers ML, Hoskins AA. Fluorescent Labeling of Proteins in Whole Cell Extracts for Single-Molecule Imaging. Methods Enzymol 2016; 581:83-104. [PMID: 27793294 DOI: 10.1016/bs.mie.2016.08.018] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Cellular machines such as the spliceosome and ribosome can be composed of dozens of individual proteins and nucleic acids. Given this complexity, it is not surprising that many cellular activities have not yet been biochemically reconstituted. Such processes are often studied in vitro in whole cell or fractionated lysates. This presents a challenge for obtaining detailed biochemical information when the components being investigated may be only a minor component of the extract and unrelated processes may interfere with the assay. Single-molecule fluorescence microscopy methods allow particular biomolecules to be analyzed even in the complex milieu of a cell extract. This is due to the use of bright fluorophores that emit light at wavelengths at which few cellular components fluoresce, and the development of chemical biology tools for attaching these fluorophores to specific cellular proteins. Here, we describe a protocol for fluorescent labeling of endogenous, SNAP-tagged yeast proteins in whole cell extract. This method allows biochemical reactions to be followed in cell lysates in real time using colocalization single-molecule fluorescence microscopy. Labeled complexes can also be isolated from extract and characterized by SNAP tag single-molecule pull-down (SNAP-SiMPull). These approaches have proven useful for studying complex biological machines such as the spliceosome that cannot yet be reconstituted from purified components.
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Affiliation(s)
- S R Hansen
- University of Wisconsin-Madison, Madison, WI, United States
| | - M L Rodgers
- University of Wisconsin-Madison, Madison, WI, United States
| | - A A Hoskins
- University of Wisconsin-Madison, Madison, WI, United States.
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7
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Single-molecule fluorescence microscopy of native macromolecular complexes. Curr Opin Struct Biol 2016; 41:225-232. [PMID: 27662375 DOI: 10.1016/j.sbi.2016.09.006] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2016] [Revised: 09/06/2016] [Accepted: 09/07/2016] [Indexed: 12/11/2022]
Abstract
Macromolecular complexes consisting of proteins, lipids, and/or nucleic acids are ubiquitous in biological processes. Their composition, stoichiometry, order of assembly, and conformations can be heterogeneous or can change dynamically, making single-molecule studies best suited to measure these properties accurately. Recent single-molecule pull-down and other related approaches have combined the principles of conventional co-immunoprecipitation assay with single-molecule fluorescence microscopy to probe native macromolecular complexes. In this review, we present the advances in single-molecule pull-down methods and biological systems that have been investigated in such semi vivo manner.
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8
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DeHaven AC, Norden IS, Hoskins AA. Lights, camera, action! Capturing the spliceosome and pre-mRNA splicing with single-molecule fluorescence microscopy. WILEY INTERDISCIPLINARY REVIEWS. RNA 2016; 7:683-701. [PMID: 27198613 PMCID: PMC4990488 DOI: 10.1002/wrna.1358] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/08/2016] [Revised: 03/20/2016] [Accepted: 04/04/2016] [Indexed: 11/06/2022]
Abstract
The process of removing intronic sequences from a precursor to messenger RNA (pre-mRNA) to yield a mature mRNA transcript via splicing is an integral step in eukaryotic gene expression. Splicing is carried out by a cellular nanomachine called the spliceosome that is composed of RNA components and dozens of proteins. Despite decades of study, many fundamentals of spliceosome function have remained elusive. Recent developments in single-molecule fluorescence microscopy have afforded new tools to better probe the spliceosome and the complex, dynamic process of splicing by direct observation of single molecules. These cutting-edge technologies enable investigators to monitor the dynamics of specific splicing components, whole spliceosomes, and even cotranscriptional splicing within living cells. WIREs RNA 2016, 7:683-701. doi: 10.1002/wrna.1358 For further resources related to this article, please visit the WIREs website.
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Affiliation(s)
- Alexander C. DeHaven
- Integrated Program in Biochemistry, U. Wisconsin-Madison, Madison, WI 53706
- Department of Biochemistry, U. Wisconsin-Madison, Madison, WI 53706
| | - Ian S. Norden
- Integrated Program in Biochemistry, U. Wisconsin-Madison, Madison, WI 53706
- Department of Biochemistry, U. Wisconsin-Madison, Madison, WI 53706
| | - Aaron A. Hoskins
- Department of Biochemistry, U. Wisconsin-Madison, Madison, WI 53706
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9
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Husbands AY, Aggarwal V, Ha T, Timmermans MCP. In Planta Single-Molecule Pull-Down Reveals Tetrameric Stoichiometry of HD-ZIPIII:LITTLE ZIPPER Complexes. THE PLANT CELL 2016; 28:1783-94. [PMID: 27385814 PMCID: PMC5006705 DOI: 10.1105/tpc.16.00289] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/08/2016] [Accepted: 07/03/2016] [Indexed: 05/12/2023]
Abstract
Deciphering complex biological processes markedly benefits from approaches that directly assess the underlying biomolecular interactions. Most commonly used approaches to monitor protein-protein interactions typically provide nonquantitative readouts that lack statistical power and do not yield information on the heterogeneity or stoichiometry of protein complexes. Single-molecule pull-down (SiMPull) uses single-molecule fluorescence detection to mitigate these disadvantages and can quantitatively interrogate interactions between proteins and other compounds, such as nucleic acids, small molecule ligands, and lipids. Here, we establish SiMPull in plants using the HOMEODOMAIN LEUCINE ZIPPER III (HD-ZIPIII) and LITTLE ZIPPER (ZPR) interaction as proof-of-principle. Colocalization analysis of fluorophore-tagged HD-ZIPIII and ZPR proteins provides strong statistical evidence of complex formation. In addition, we use SiMPull to directly quantify YFP and mCherry maturation probabilities, showing these differ substantially from values obtained in mammalian systems. Leveraging these probabilities, in conjunction with fluorophore photobleaching assays on over 2000 individual complexes, we determined HD-ZIPIII:ZPR stoichiometry. Intriguingly, these complexes appear as heterotetramers, comprising two HD-ZIPIII and two ZPR molecules, rather than heterodimers as described in the current model. This surprising result raises new questions about the regulation of these key developmental factors and is illustrative of the unique contribution SiMPull is poised to make to in planta protein interaction studies.
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Affiliation(s)
- Aman Y Husbands
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York 11724
| | - Vasudha Aggarwal
- Department of Biophysics and Biophysical Chemistry, Johns Hopkins School of Medicine, Baltimore, Maryland 21205
| | - Taekjip Ha
- Department of Biophysics and Biophysical Chemistry, Johns Hopkins School of Medicine, Baltimore, Maryland 21205 Howard Hughes Medical Institute, Baltimore, Maryland 21205
| | - Marja C P Timmermans
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York 11724 Center for Plant Molecular Biology, University of Tübingen, 72076 Tübingen, Germany
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10
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Hoskins AA, Rodgers ML, Friedman LJ, Gelles J, Moore MJ. Single molecule analysis reveals reversible and irreversible steps during spliceosome activation. eLife 2016; 5. [PMID: 27244240 PMCID: PMC4922858 DOI: 10.7554/elife.14166] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2016] [Accepted: 05/26/2016] [Indexed: 12/19/2022] Open
Abstract
The spliceosome is a complex machine composed of small nuclear ribonucleoproteins (snRNPs) and accessory proteins that excises introns from pre-mRNAs. After assembly the spliceosome is activated for catalysis by rearrangement of subunits to form an active site. How this rearrangement is coordinated is not well-understood. During activation, U4 must be released to allow U6 conformational change, while Prp19 complex (NTC) recruitment is essential for stabilizing the active site. We used multi-wavelength colocalization single molecule spectroscopy to directly observe the key events in Saccharomyces cerevisiae spliceosome activation. Following binding of the U4/U6.U5 tri-snRNP, the spliceosome either reverses assembly by discarding tri-snRNP or proceeds to activation by irreversible U4 loss. The major pathway for NTC recruitment occurs after U4 release. ATP stimulates both the competing U4 release and tri-snRNP discard processes. The data reveal the activation mechanism and show that overall splicing efficiency may be maintained through repeated rounds of disassembly and tri-snRNP reassociation. DOI:http://dx.doi.org/10.7554/eLife.14166.001 The genes in an organism’s DNA may be expressed to form a protein via an intermediate molecule called RNA. In many organisms including humans, gene expression often begins by making a precursor molecule called a pre-mRNA. The pre-mRNA contains regions called exons that code for the protein product and regions called introns that do not. A machine in the cell called the spliceosome has the job of removing the introns in the pre-mRNA and stitching the exons together by a process known as splicing. The spliceosome is made up of dozens of components that assemble on the pre-mRNAs. Before a newly assembled spliceosome can carry out splicing, it must be activated. The activation process involves several steps that are powered by the cell's universal power source (a molecule called ATP), including the release of many components from the spliceosome. Many of the details of the activation process are unclear. Spliceosomes in the yeast species Saccharomyces cerevisiae are similar to spliceosomes from humans, and so are often studied experimentally. Hoskins et al. have now used a technique called colocalization single molecule fluorescence spectroscopy to follow, in real time, a single yeast spliceosome molecule as it activates. This technique uses a specialized microscope and a number of colored lasers to detect different spliceosome proteins at the same time. Hoskins et al. found that one of the steps during activation is irreversible – once that step occurs, the spliceosome must either perform the next activation steps or start the processes of assembly and activation over again. Hoskins et al. also discovered that ATP causes some spliceosomes to be discarded during activation and not used for splicing. This indicates that before spliceosomes are allowed to activate, they may undergo 'quality control', which may be important for making sure that gene expression occurs efficiently and correctly. Future studies will investigate how this quality control process works in further detail. DOI:http://dx.doi.org/10.7554/eLife.14166.002
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Affiliation(s)
- Aaron A Hoskins
- Department of Biochemistry, University of Wisconsin-Madison, Madison, United States
| | - Margaret L Rodgers
- Department of Biochemistry, University of Wisconsin-Madison, Madison, United States
| | - Larry J Friedman
- Department of Biochemistry, Brandeis University, Waltham, United States
| | - Jeff Gelles
- Department of Biochemistry, Brandeis University, Waltham, United States
| | - Melissa J Moore
- Department of Biochemistry and Molecular Pharmacology, Howard Hughes Medical Institute, University of Massachusetts Medical School, Worcester, United States
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Fareh M, Loeff L, Szczepaniak M, Haagsma AC, Yeom KH, Joo C. Single-molecule pull-down for investigating protein-nucleic acid interactions. Methods 2016; 105:99-108. [PMID: 27017911 DOI: 10.1016/j.ymeth.2016.03.022] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2015] [Revised: 02/26/2016] [Accepted: 03/24/2016] [Indexed: 12/30/2022] Open
Abstract
The genome and transcriptome are constantly modified by proteins in the cell. Recent advances in single-molecule techniques allow for high spatial and temporal observations of these interactions between proteins and nucleic acids. However, due to the difficulty of obtaining functional protein complexes, it remains challenging to study the interactions between macromolecular protein complexes and nucleic acids. Here, we combined single-molecule fluorescence with various protein complex pull-down techniques to determine the function and stoichiometry of ribonucleoprotein complexes. Through the use of three examples of protein complexes from eukaryotic cells (Drosha, Dicer, and TUT4 protein complexes), we provide step-by-step guidance for using novel single-molecule techniques. Our single-molecule methods provide sub-second and nanometer resolution and can be applied to other nucleoprotein complexes that are essential for cellular processes.
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Affiliation(s)
- Mohamed Fareh
- Kavli Institute of NanoScience and Department of BioNanoScience, Delft University of Technology, Delft 2629HZ, The Netherlands
| | - Luuk Loeff
- Kavli Institute of NanoScience and Department of BioNanoScience, Delft University of Technology, Delft 2629HZ, The Netherlands
| | - Malwina Szczepaniak
- Kavli Institute of NanoScience and Department of BioNanoScience, Delft University of Technology, Delft 2629HZ, The Netherlands
| | - Anna C Haagsma
- Kavli Institute of NanoScience and Department of BioNanoScience, Delft University of Technology, Delft 2629HZ, The Netherlands
| | - Kyu-Hyeon Yeom
- Kavli Institute of NanoScience and Department of BioNanoScience, Delft University of Technology, Delft 2629HZ, The Netherlands
| | - Chirlmin Joo
- Kavli Institute of NanoScience and Department of BioNanoScience, Delft University of Technology, Delft 2629HZ, The Netherlands.
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