Method Article
* These authors contributed equally
Here, we introduce a protocol for using yeast surface-displayed substrates for enzymatic modification assays. The platform was demonstrated using the analysis of the dephosphorylation activity of tyrosine phosphatase SHP-2 against one of its substrates as a representative enzymatic modification assay.
Yeast surface display is a genotype-phenotype linkage strategy that empowers high-throughput screening of protein function. Traditionally, yeast surface display has been applied to the evolution of new binding proteins, with flow cytometry used to assess and sort by levels of binding strength. Recently, there has been growing interest in applying yeast surface display for screening enzymatic modification of substrate variants, with additive (e.g., phosphorylation) or subtractive (e.g., proteolysis) modifications providing a phenotype readable by flow cytometry. Such modifications are regularly applied using intracellular co-localization, but the ability to achieve extracellular enzymatic modification of displayed substrates could open many more reactions to investigation. Here, we describe techniques for designing and applying screening assays for extracellular enzymatic modification to candidate substrates displayed on the yeast surface and subsequent evaluation using flow cytometry analysis. We provide these protocols in the context of phosphatases dephosphorylating yeast displayed substrates containing phosphorylated tyrosine residues and comment on how this applied framework can be adapted to developing screening assays for other enzyme-substrate pairs.
The understanding of the interactions between enzymes and their targets has become an increasingly interesting area of research due to its necessity in the biological characterization of the pathways controlling cellular homeostasis and disease development1,2. Enzymes are responsible for the catalysis of many of the reactions that maintain biological life, controlling necessary pathways such as cellular metabolism3,4, signaling5, and even fundamental processes like genome repair6,7. Due to their role in these processes, their interactions also play a role in the development of many diseases, as deviations in their activity can cause severe dysregulation in cell activity, causing apoptosis or proliferation of harmful cancer cells2. The study of enzymatic activity has had important applications in the development of new therapeutics8,9, requiring assays that are tailored to each specific enzyme-substrate interaction10. Multiple enzymatic assays have been established as standard protocols for the evaluation and characterization of these interactions. Assays developed to analyze enzymatic interactions are classified into detection assays that monitor binding for activation/inhibition11 or assays that monitor substrate modification by enzymes12.
One major role of enzymes is regulating cell behavior. Signal transduction, the intracellular response of a cell to an extracellular trigger13, is responsible for cell survival and functionality. Cell proliferation, differentiation, and many other functional processes all involve signaling pathways with enzymatic interactions governing them14,15. Enzymes catalyze post-translational modifications, which often modulate the massive signaling networks responsible for the correct transmission of extracellular messages16. Protein phosphorylation is the most common post-translational modification, ubiquitous in cell signaling and multiple other cellular pathways. Consequently, protein kinases have emerged as a significant proportion of potential therapeutic targets due to their critical regulatory role17. Phosphatases are the natural modulatory molecules for phosphate-based cell signaling complexes18,19, having the capacity to remove phosphate residues from their target proteins20. In the last decade, phosphatases have become a major therapeutic target for cancer treatment21 and inflammatory diseases22 based on their involvement in the regulation of downstream signaling pathways in multiple cell types. Together, protein kinases and phosphatases provide a breadth of interactions, which can be studied through the development of specific enzymatic assay protocols.
Yeast surface display has been used as a tool for the characterization and evaluation of enzymatic activity23,24. It provides a high-throughput platform for the screening of post-translational modification processes when combined with endoplasmic reticulum sequestration strategies25,26. This allows kinase-substrate pairs to be co-localized and retained in the endoplasmic reticulum through binding to KDEL receptors27, where phosphorylation of the substrate can occur at increased rates due to the proximity between kinases and their targets. The KDEL receptor binding is mediated by a C-terminal FEHDEL endoplasmic reticulum retention sequence shown to have a stronger retention ability than other HDEL sequences25,28. The phosphorylated substrate is then anchored to the yeast surface for its subsequent evaluation through flow cytometry29. Currently, there are no generalizable protocols established for the enzymatic modification of substrates displayed on the yeast surface. We expand on the capacities of yeast surface display by taking advantage of the extracellularly expressed phosphorylated substrate variants and modifying them through dephosphorylation by their known phosphatase. Flow cytometry analysis then provides a platform for the phenotypic evaluation of the aforementioned substrates through the measurement of alterations in phosphorylation median as a consequence of the incubation with the known phosphatase. This provides an adaptable method for post-translational modification of surface-displayed proteins while also providing a method for enzymatic modification analysis of interactions when using the yeast surface display platform.
We present techniques for the development and application of an enzymatic modification assay that describes the introduction of a kinase-substrate interaction into the yeast surface display platform, the co-incubation of the expressed phosphorylated substrate with a recombinant phosphatase, and the subsequent analysis of the dephosphorylation activity through flow cytometry. In this report, this is accomplished by co-localizing the cytoplasmic domain of CD28 with lymphocyte kinase (LCK) in the yeast endoplasmic reticulum, followed by display of the phosphorylated CD28 on the yeast surface and subsequent dephosphorylation by Src homology region 2 domain-containing phosphatase-2 (SHP-2). A pan anti-phosphotyrosine antibody (in this study, 4G10), which detects phosphorylated tyrosine residues in a wide variety of peptide sequences, is used for quantification of phosphorylation level as a function of phosphatase treatment. The detailed process provides a generalizable approach for investigating enzyme-substrate interactions; a prospective way of studying enzymes and substrates in purified fashion.
1. Cell growth of yeast harboring plasmid and induction of protein expression
2. Biotinylation of 4G10 anti-phosphotyrosine antibody
3. Dephosphorylation of substrates expressed on the yeast cell surface
4. Cell labeling and flow cytometry analysis of dephosphorylated substrates
Flow cytometry analysis from an individual replicate of our model system incubated for 2 h without (Figure 1A) and with (Figure 1B) 1,000 nM SHP-2 reveals a median phosphorylation difference of 63.6%, which is defined as the ratio of Y-axis median (phosphorylation) from all surface displayed events minus the baseline phosphorylation signal defined as the Y-axis median of the non-displayed events between the treated sample and the non-treated control as described in the equation defined in protocol step 4.12. Prior to the analysis of the medians, samples were gated based on their size (Forward Scatter) and complexity (Side Scatter) to encompass a healthy group of cells. Under the defined conditions, the sample dephosphorylation should be distinguishable in plain sight (Figure 1C).
The assay is defined by a straightforward procedure consisting of four main methods (Figure 2A). The yeast surface display system that we use and have published previously is based on a plasmid containing a bidirectional promoter with the capacity for simultaneous inducible expression of a kinase-substrate pair consisting of the cytoplasmic tail of CD28 and the tyrosine kinase LCK (Figure 2B)29. Co-localization of the translated proteins is directed by an endoplasmic reticulum targeting signal peptide and the post-translational modification forced by increased residence time resulting from a C-terminal ER retention sequence. Secretion of the phosphorylated substrate fused to Aga2p leads to surface expression (Figure 2C). The substrate is designed to be flanked by two epitope tags, which allows the extracellular confirmation of successful translation and subsequent surface expression. Incubation of the substrate displaying yeast cells with the phosphatase of interest (in this case, tyrosine phosphatase SHP-2) allows the analysis of enzyme modification through the decrease of substrate-bound phosphate (Figure 2D).
Even though optimal conditions have been defined for the model system presented, the generalizability of the assay permits diversification of the proteins to be analyzed. The optimal conditions for the assay were defined through a series of titrations where different combinations of time and concentration of phosphatase were evaluated in quadruplicate (Figure 3). Data analyzed demonstrated statistical significance through a two-way ANOVA with replication (p < 0.05). The chosen conditions of 2 h and 1,000 nM (48.8% ± 10%) offered an approximate 50% median phosphorylation difference while maintaining statistical significance when compared to its 750 nM counterpart at 2 h (p < 0.05) based on a t-test analysis with unequal variance. The t-test also revealed no significant difference from the 2 h and 1,000 nM result by increasing the time by 1 h under any of the concentrations that provided an approximate median phosphorylation difference percent (p > 0.05 for 500 nM, 750 nM, and 1,000 nM at 3 h).
Tukey HSD post hoc analysis reveals that all mean comparisons between incubation periods across all concentrations are significantly different apart from 1 h to 2 h. When comparing the multiple concentrations tested, we only observe statistically significant mean differences when comparing 250 nM to all other concentrations, indicating that comparable levels of phosphatase activity are expected within groups, except for 250 nM. Despite observing a 20% difference when the samples were treated at 4 h and 1,000 nM SHP-2 (22.1% ± 5.5%), in comparison to the optimal conditions (t-test, p < 0.05), we decided to not pursue this combination due to reduced surface expression and diminished yeast health from the long incubation with DTT. We hypothesize this is caused by the reducing conditions of the working buffer, which is needed for proper SHP-2 phosphatase function.
Figure 1: Flow cytometry analysis of the model system. Density plots displaying Forward Scatter (X-axis) versus Side Scatter gating (Y-axis) (left) and dot plots displaying surface expression through substrate C-terminal epitope tag labeling (X-axis) versus substrate phosphorylation (Y-axis) (center) of CD28 cytoplasmic domain incubated for 2 h (A) without SHP-2 and (B) with the optimal concentration of SHP-2 defined as 1,000 nM. Y-Median was measured within the defined gates encompassing surface expressed cells (green) only as a relative phosphorylation measurement. Non-displaying signal events were gated to define the background Y-Median measurement (grey). (C) Dot plot overlay of samples showing plain sight difference in Y-median. Please click here to view a larger version of this figure.
Figure 2: Enzymatic modification of yeast surface displayed proteins. (A) Assay schematic showcasing the critical steps within the four methods described: preparation of samples with phosphatase (tan) for enzymatic assay, incubation for desired enzymatic activity, cell washing and labeling for detection of activity, and flow cytometry analysis and data collection. (B) Gene schematic representing a general structure of the cassette used for endoplasmic reticulum sequestration of an enzyme-substrate pair and surface expression of the substrate. (C) Graphical representation of endoplasmic reticulum co-localization of a kinase-substrate pair (Left) followed by secretion of the post-translationally modified substrate displayed on the yeast surface and labeled with an anti-phosphotyrosine antibody (blue) and an anti-epitope tag antibody (pink) to confirm surface expression (Right). (D) Incubation of yeast cells with phosphatase (tan) removes the phosphate group from the displayed substrate, disrupting anti-phosphotyrosine antibody labeling, facilitating enzymatic modification analysis through flow cytometry. Please click here to view a larger version of this figure.
Figure 3: Phosphatase activity and time titration. Yeast cells were exposed to multiple combinations of time and phosphatase concentration followed by flow cytometry analysis. All treated samples were compared to a control incubated for the same length of time and buffer conditions without SHP-2. Percent median phosphorylation difference was defined as the ratio of Y-median from surface displayed events minus the baseline noise signal provided by the Y-median in non-displaying events in SHP-2 containing samples, divided by the same relation in their respective control. Null hypothesis is rejected when significant differences are observed on comparing changes between time and concentration groups using two-way ANOVA (p < 0.05). The effect of the variables described over the percent median phosphorylation difference is independent from each other (Interaction p > 0.05). Tukey's HSD test was performed for post hoc analysis for further information on the significance of difference across overall incubation time and concentration groups, and a series of t-tests assuming unequal variance were used to define statistical significance of individual groups at a specified time and concentration. Data are presented as mean ± standard deviation of four replicates. Please click here to view a larger version of this figure.
Table 1: Yeast growth and protein induction media preparation guidelines. Tabular description of the mass required from each chemical component to formulate 1 L of Selective Yeast Growth Media, Selective Yeast Protein Induction Media and Yeast Extract Peptone Dextrose Media. Once the medium described has been mixed properly, filter-sterilize prior to its use. Additional instructions are included for making Selective Yeast Growth Media Plates. Please click here to download this Table.
Table 2: Recommended sample preparation for substrate dephosphorylation and antibody labeling strategy. Tabular description of the samples required for the measurement of enzymatic modifications of phosphorylated substrates displayed on the surface of yeast. The sample preparation and following antibody labeling strategy is specified for both the required controls and each sample to be analyzed, including corresponding dilutions of labeling reagents. Please click here to download this Table.
Table 3: Antibody to protein excess ratio calculations. Tabular description of the theoretical number of antibodies available per protein expressed on the surface of a yeast cell while being labeled for flow cytometry. The expressed theoretical number assumes that 100% of the yeast cells express 10,000 proteins on their surface to ensure antibody excess and the excess ratio calculations are based on the reagent stock concentration displayed in the table and acquired from the provider. Please click here to download this Table.
Supplementary Table S1: Amino acid sequence of construct cassettes. Tabular representation of the amino acid sequence for the construct cassettes located on both sides of the Gal 1-10 promoter. Highlighted sequences correspond to their color-coded descriptions. The Gal-10 side of the plasmid is represented as a reverse amino acid sequence translation to facilitate its understanding. All characters left in black correspond to the amino acid translation of restriction enzyme digestion sites used to provide modularity to the construct. Please click here to download this File.
The protocol presented allows for the analysis of enzymatic interactions using the extracellular display of proteins on the yeast surface. Incorporating endoplasmic reticulum sequestration into the surface-display plasmid used introduces the capacity to analyze specific interactions between enzymes and post-translationally modified substrates extracellularly due to the intracellular interactions that can be designed to occur27,29. The previously established enzymatic interaction assays using yeast surface display involve the expression of the proteins of interest intracellularly, with surface display solely being a tool for detection of intracellular interactions that occur between the target proteins23,25,29.
This protocol builds onto that platform by moving the targeted enzymatic interactions to the extracellular environment, which introduces additional flexibility in both the enzymes that can be studied, and the environment that their activity is monitored in. The studied interactions occurring extracellularly gives researchers the opportunity to tailor the incubation environment to be more optimal for enzymatic activity, expanding the enzymes that could be studied whose activities are hindered in the yeast endoplasmic reticulum, which is a heavily oxidizing environment37. Furthermore, the ability to titrate the concentration of enzymes with respect to a given substrate allows for specific enzymatic activity assays that could not be performed intracellularly due to hypothesized reaction rate saturation during sequestration.
Within the protocol, there are several critical steps to be noted to ensure that the desired outcome will be observed. Successful transformation of the studied constructs into yeast is essential for optimal results from the following steps. Accurate monitoring of optical density should be done to track the healthy growth of cultures and ensure they do not overgrow prior to protein induction or sample preparation. The log phase of yeast cell growth encompasses the period where protein production is the highest, whereas in the stationary phase, the mechanisms responsible for protein production become arrested38. Keeping this in mind, optical density measurements provide an accurate measurement of the growth phases the yeast cultures are in, and steps such as protein induction and preparation for assays should be done outside of the stationary phase or when cultures become overgrown (OD600nm < 6).
For the enzymatic modification assay, the incubation environment described was specific to the studied enzyme, SHP-2 and the enzymatic activity that was being performed, dephosphorylation. DTT was used for the reducing environment it provides during incubation with SHP-234. Therefore, it is important to measure accurate concentrations of the chemicals used to modify the incubation environment in the enzymatic assays to ensure consistent enzymatic activity between samples and experiments. SHP-2 was used as a recombinant protein, and it is critical to regulate temperature during the different steps of handling the enzyme. For a successful assay, the enzyme should not have gone through more than two freeze-thaw cycles and should be on ice during the preparation of each sample. It is then imperative to aliquot the recombinant enzyme into a sufficient volume to satisfy the assay requirements. During the actual incubation, temperature needs to be strictly controlled at the optimal temperature for the enzyme, 37 °C in this case, with constant movement from a rotor to ensure homogeneity of the incubation mixture.
The overall method for the analysis with recombinant enzymes required modifications specific to the interaction between SHP-2 and the surface-displayed phosphorylated substrate. Adapting the protocol to other extracellular enzyme-substrate interactions involves modification of sequences used, the activity buffer environment, and the reagent used for detection. For assaying other kinase-substrate-phosphatase interactions, adaptation involves replacing the protein sequences for a kinase-substrate pair into their respective positions in the construct cassette described in Supplementary Table S1. The protein sequence of the substrate together with at least the kinase domain of the kinase of interest should be included in the plasmid, and the phosphatase targeting the produced phosphorylated substrate should be in the form of a recombinant protein. The representative interaction between LCK, CD28, and SHP-2 provides an example of using the designed endoplasmic reticulum sequestration in the construct cassette as a tool for producing post-translationally modified proteins to be investigated extracellularly with their targeting enzyme. Substrates of interest that do not need to go through post-translational modifications (e.g., substrates that could be phosphorylated extracellularly using added kinase) can be expressed on the yeast surface without a paired enzyme within the construct cassette. In this case, the protein sequence for the kinase described in Supplementary Table S1 would be removed with just the sequence of the substrate being included in the construct cassette. We do note from our prior experience that co-localization of a serine-threonine kinase with a known substrate resulted in display of substrate that was not phosphorylated (Ezagui and Stern, unpublished data), so rigorous testing of successful enzymatic modification must be conducted prior to applying extracellular phosphatase. We have previously published a protocol for kinase-substrate co-localization that may be helpful for this qualifying step39.
Kinases and phosphatases often contain unpaired cysteine residues which, when oxidized, form disulfide bonds within the protein or across proteins, which can disrupt the catalytic activity of the protein due to conformational change40,41. Understanding of this protein biochemistry is essential for determining the proper reaction environment for enzymatic modification. As a result, a reducing agent needs to be supplemented to the incubation environment to ensure the recombinant protein used remains active. DTT is a common reducing agent used for these purposes, but the concentration in the assay must be optimized. Using too high of a DTT concentration hinders the display of the substrate on the yeast surface, as the Aga1p and Aga2p anchors are held to each other through disulfide bonds, which are reduced in the presence of DTT42. The concentration of DTT was adjusted to the minimal concentration that would allow for a relative maximum phosphatase activity without having detrimental effects on the surface display of substrates42. The incubation environment for whichever enzyme is being assayed should be optimized to ensure the retention of enzymatic activity when used in this assay. If an enzyme requires a reducing environment considerably stronger than the 0.5 mM DTT used in this assay, the platform is limited by the reduction in surface display and may not be optimal for the specific enzymatic assay desired. Similarly, the 2x buffer used during the incubation step in this protocol was included from prior research into acceptable buffers promoting SHP-2 activity, and similar research should be performed for formulating an incubation buffer for any other enzyme being used for this assay34. Starting points for crafting these buffers can include literature search for successful in vitro applications of the enzyme of interest or the enzyme manufacturer's recommendation for an activity buffer. The recombinant enzyme being used should be titrated specifically for this assay to identify an acceptable concentration and incubation time, which allows for the targeted enzymatic activity to occur before data collection.
For adaptation of this protocol to other types of enzyme-substrate interaction, new fluorescent detection reagents will need to be selected and titrated for sensitivity. Other studies have demonstrated examples of this, including the use of epitope tag-targeted antibodies to detect the presence or absence of peptide substrates after protease treatment23,25 and acetylation-sensitive antibodies to detect modifications to histone proteins43. For qualifying these reagents, a positive control (one that verifiably demonstrates the modification of interest) and a negative control (one that verifiably demonstrates a lack of the modification of interest) must be established. This could be done through yeast surface display of a construct that has previously demonstrated the modification of interest, or in some cases could be established through immobilization of recombinant proteins or peptides. For example, in the case of phosphorylation (and many other post-translational modifications of interest), peptides of known sequence could be synthesized with either phosphotyrosine (positive control) or unmodified tyrosine (negative control) and a C-terminal biotin that would enable immobilization of the peptides on streptavidin-coated beads. The peptide-coated beads could be labeled with the modification-specific antibody and assessed for specificity and sensitivity of detection using flow cytometry with methods similar to those described in Section 4. Different dilutions of antibody should be used to find a concentration that provides maximum signal of the positive control, minimal signal of the negative control, and balances sufficient fold-excess of antibody per modified protein (using the equation in the note from Step 4.1) with economic considerations for number of experiments to be conducted per aliquot of antibody obtained.
We describe a protocol for adapting the ease of the yeast surface display platform for extracellular enzymatic activity assays. The method is demonstrated using phosphorylated CD28 displayed on the yeast surface to be dephosphorylated by recombinant SHP-2 during incubation but is generalizable for many types of enzymatic modification through the modification of working buffer and enzyme-substrate pair used.
The authors have no conflicts of interest related to this work to disclose.
This work was supported by an NSF CAREER award to L.A.S. (CBET - 2339172) and startup funds from the University of South Florida.
In Figure 2A, microtube-open-translucent icon by Servier https://smart.servier.com/ is licensed under CC-BY 3.0 Unported https://creativecommons.org/licenses/by/3.0/. Modifications include the addition of buffer and a yeast cell (left) and the addition of antibody (center-right).
The test tube, incubator, and flow cytometer in Figure 2A were provided through www.bioicons.com under open access.
Name | Company | Catalog Number | Comments |
1 L Media Bottles | Corning | 06-414-1D | |
1.7/2.0 mL Microtubes | Axygen | MCT-175-C | |
10 µL SureOne Pipet Tips | Fisher Scientific | 02-707-438 | |
1000 µL SureOne Pipet Tips | Fisher Scientific | 02-707-408 | |
12 mL Polystyrene Round-Bottom Tubes | Greiner | 07-000-212 | |
3 mL platic Cuvettes | BRAND | 759076D | |
300 µL SureOne Pipet Tips | Fisher Scientific | 02-707-411 | |
5 mL Serological Pipettes | Fisher Scientific | 13-678-11D | |
Acid Casein (Casamino Acids) | Fisher Scientific | BP-1424-500 | |
Analytical Balance | Mettler Toledo | 30243397 | |
Bacteriological Petri Dish | Corning | Falcon 351008 | |
Biosafety Cabinets | Labconco | Logic Class II, Type A2 302310102 | |
Biospectrometer | Eppendorf | Kinetic 6136000010 | |
Bovine Serum Albumin | Fisher bioreagents | BP1600-100 | |
Citric Acid | Fisher Scientific | A940-500 | |
CytoFLEX Flow Cytometry Analyzer | Beckam Coulter | Cytoflex C09745 | CytExpert software |
Dextrose | Fisher Scientific | D16-1 | |
Dithiothreitol | Fisher bioreagents | BP172-5 | |
Donkey anti-goat FITC | Invitrogen | A16000 | |
EDTA | Alfa Aesar | H56165.30 | |
Ez-Link PEG4-NHS-Biotin | Thermo Scientific | A39259 | |
Frozen-EZ Yeast Transformation II Kit | Zymo Research | T2001 | |
Galactose | Fisher Scientific | BP656-500 | |
General Purpose Refrigerator | Marvel Scientific | MS24RAS4RW | |
Goat anti-myc tag antibody | Bethyl | A190-104A | |
Mictrotube Centrifuge | Eppendorf | 5425 R 5406000313 | |
Mini Low Temperature Refrigerated Incubator | Fisher Scientific | 15-015-2632 | |
Mouse anti-phosphotyrosine antibody 4G10 | BioXcell | BE0194 | |
Parafilm M | Bemis | M PM999 | |
Phosphate Buffered Saline | Fisher bioreagents | BP399-500 | |
Pipette Controller | Eppendorf | easypet 3 4430000018 | |
Raffinose | Thermo Scientific | J21060-36 | |
Recombinant human Active SHP-2 Protein | R&D Systems | 1894-SH | |
Refrigerated Centrifuge | Eppendorf | 5910 R | |
Saccharomyces cerevisiae yeast surface display strain EBY 100 | ATCC | MYA-4941 | |
Shaker Incubator | Eppendorf | M1335-0002 New Brunswick Innova 42 | |
Single Channel Pipette Set | Eppendorf | 05-403-151 | |
Sodium Chloride | Fisher Scientific | S671-500 | |
Sodium Citrate Dihydrate | Fisher Scientific | S279-500 | |
Sodium Phosphate Dibasic Heptahydrate | Fisher Scientific | S373-500 | |
Sodium Phosphate Monobasic Monohydrate | Fisher Scientific | S468-500 | |
Streptavidin Alexa Fluor 647 | Invitrogen | S32357 | |
Top Loading Balance | Mettler Toledo | ||
Tris hydrochloride | EMD Millipore | 648317-100GM | |
Tube revolver rotator | Fisher Scientific | 11-676-341 | |
Weighing Paper | Fisher Scientific | 09-898-12B | |
Yeast Nitrogen Base | BD Difco | 291940 | |
Zeba Spin Desalting Columns | Thermo Scientific | 89883 |
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