Literature DB >> 35874475

Protocol for establishing a protein-protein interaction network using tandem affinity purification followed by mass spectrometry in mammalian cells.

Weixiang Bian1, Hua Jiang1, Shan Feng1, Junjie Chen2, Wenqi Wang3, Xu Li4.   

Abstract

Identification of protein interactors is fundamental to understanding their functions. Here, we describe a modified protocol for tandem affinity purification coupled with mass spectrometry (TAP/MS), which includes two-step purification. We detail the S-, 2×FLAG-, and Streptavidin-Binding Peptide (SBP)- tandem tags (SFB-tag) system for protein purification. This protocol can be used to identify protein interactors and establish a high-confidence protein-protein interaction network based on computational models. This is particularly useful for identifying bona fide interacting proteins for subsequent functional studies. For complete details on the use and execution of this protocol, please refer to Bian et al. (2021).
© 2022 The Authors.

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Keywords:  Bioinformatics; Mass Spectrometry; Molecular Biology; Protein Biochemistry; Proteomics

Mesh:

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Year:  2022        PMID: 35874475      PMCID: PMC9304681          DOI: 10.1016/j.xpro.2022.101569

Source DB:  PubMed          Journal:  STAR Protoc        ISSN: 2666-1667


Before you begin

Affinity purification coupled with mass spectrometry (AP/MS) is a powerful tool in systematically identifying protein–protein interactions (Aebersold and Mann, 2003). However, significant efforts have been wasted on repeatedly identifying the same abundant peptides or peptides from “sticky proteins” that bind to many baits in AP/MS analysis (Listgarten and Emili, 2005). Tandem affinity purification coupled with mass spectrometry (TAP/MS) (Puig et al., 2001; Rigaut et al., 1999), which eliminates many nonspecific binding interactions during the two-step purification process, could be more suitable for identifying bona fide interactions for follow-up in-depth functional studies (Dunham et al., 2012; Li, 2011). In 2007, we first used S-, 2×FLAG-, and Streptavidin-Binding Peptide (SBP)- tandem tags (SFB-tag) as TAP labels to identify protein interactions (Kim et al., 2007a, 2007b) (Figure 1E). The FLAG-tag in this system is mainly used to detect protein expression by western blotting. The SBP-tag has been proven to have the advantages of high yield and high purity in one-step protein purification (Keefe et al., 2001). The S-tag has the characteristics of a small tag (15 amino acids), antibody-like ligand binding specificity, and high-capacity matrices (Kim and Raines, 1993). The SFB-tag-based TAP/MS system can be used in most mammalian cells to study protein–protein interactions under physiological or pathological conditions, helping researchers understand the molecular basis for diseases and therefore shedding light on disease prevention, diagnosis, and treatment (Figure 1E). In the past decade, many laboratories have successfully used this technique to discover the connections between important proteins and have made outstanding achievements in the studies of DNA damage and cancer signaling (Bian et al., 2021; Hussain et al., 2018; Kim et al., 2007a, 2008, 2021; Li et al., 2015; Liu et al., 2022; Wang et al., 2021; Yuan et al., 2012; Zhang et al., 2014, 2018; Zhou et al., 2020).
Figure 1

Map of plasmids used in this protocol

(A and B) pDONR201 (A) and pDEST-cSFB (B) are shown.

Map of plasmids used in this protocol (A and B) pDONR201 (A) and pDEST-cSFB (B) are shown. We summarized the main difference of different AP/MS approaches, as well as their strengths and limitations in Table 1. Comparing with other AP/MS techniques, our method does not require additional enzyme digestion or protein recovery with high efficacy and specificity and has high-capacity matrices. The affinity tags are small, which may not affect protein folding and interactions. The elution conditions for biotin are mild and do not cause protein denaturation or require optimization.
Table 1

Summary of comparison between various AP/MS approaches

TypeTagLengthBinding matrixElutionStrengthsLimitations
Antibody immunoprecipitationEndogenous protein (Bontinck et al., 2018)N/AAntibodies recognizing specific proteinsLow pHRecover endogenous protein complex; no interference of tag.Antibody cross-reactivity is random; limited by antibody availability; optimization of purification required.
FLAG, Myc, HA (Brizzard et al., 1994; Evan et al., 1985; Field et al., 1988; Hopp et al., 1988)8–10 aaAntibodies recognizing epitope tagsPeptide or low pHSmall size tags cause minimal impacts to protein folding/functions; can use generic antibodies and protocols.Binding matrix is not very stable; relatively high background.
One-step APHigh molecular weight tags, such as MBP, GST (Kellermann and Ferenci, 1982; Smith and Johnson, 1988)346 aa,218 aaMBP beads, glutathione beadsMaltose, reduced glutathioneEnhance protein solubility and shield toxic proteins.Large tags may affect protein structure and function
His tag (Janknecht et al., 1991)6 aaNi2+–NTAImidazoleSmall tags cause minimal impacts to protein folding/functions; using generic antibodies and protocols; high yield of bait proteins.Relatively high background; not suitable for EDTA, DTT environment.
Staphylococcus protein A (ProtA) (Rigaut et al., 1999), Streptococcus protein G (ProtG) (Burckstummer et al., 2006)58 aa,60 aaIgGTEV cleavageTolerate harsh washes.The TEV-protease cleavage causes significant loss of yield.
SBP (Keefe et al., 2001)38 aaStreptavidinBiotinPurified with high yield and purity; tolerate harsh washes; high elution efficiency.Cross-reactivity with endogenous biotinylated proteins.
Proximity-based labelingBioID (Roux et al., 2012)310 aaStreptavidinBiotinNontoxic labeling conditions and extensively applied across many studies.Poor temporal resolution and limited application in vivo due to the low catalytic activity.
APEX/APEX2 (Lam et al., 2015; Rhee et al., 2013)250 aaStreptavidinBiotinHigh temporal resolution and high activity in most cellular compartments.Limited application in vivo due to H2O2 toxicity and low BP permeability.
TurboID (Branon et al., 2018; Cho et al., 2020)319 aaStreptavidinBiotinHighest activity promiscuous biotin ligase.Labeling window is narrow due to the high biotin affinity; potential toxicity in long-term experiments
TAPOriginal TAP (ProtA and CBP) (Janknecht et al., 1991)∼100 aaIgG and calmodulinTEV cleavage, EGTAThe protein purity is greatly improved compared with that of one-step AP; relatively high recovery efficiency.TEV-protease cleavage causes significant loss of yield; heavy cross-reactivity of calmodulin.
GS TAP (ProtG and SBP) (Burckstummer et al., 2006)∼100 aaIgG and streptavidinTEV cleavage, biotinMarked improvement in protein yield compared with the original TAP system.TEV-protease cleavage causes significant loss of the yield;IgG binding recovers less than 40% of the bait.
SFB-TAP (S, 2×FLAG, SBP) (Kim et al., 2007a, 2007b)84 aaStreptavidin and S protein beadsBiotinDoes not require additional enzyme digestion; mild washing condition; high elution efficiency; high yield.May lose weakly interacting proteins.

The main difference of different AP/MS approaches, as well as their strengths and limitations are listed in detail.

Summary of comparison between various AP/MS approaches The main difference of different AP/MS approaches, as well as their strengths and limitations are listed in detail. This protocol describes the use of TAP followed by MS, using cell lines stably expressing proteins of interest (“baits”) to identify the interacting proteins (“preys”) with high confidence. For each bait protein, at least two biological repeats were required. We outline the steps to prepare plasmids encoding C-terminal S protein tag-2 × FLAG tag-SBP tag (cSFB)-tagged bait proteins, establish HEK293T cells stably expressing the plasmids, and perform TAP and MS identification. However, we also applied similar protocols to other cell lines, such as HepG2 and Sh-SY5Y cells, with relatively high transfection efficiency. For cells with low plasmid transfection efficiency, such as MCF10A, JURKAT and CEM cells, this protocol can be modified at the plasmid preparation step by using a lentiviral vector containing the SFB tag instead.

Prepare plasmid of cSFB-tagged protein of interest

Timing: 1 week This step mainly focuses on the preparation of plasmid. cSFB-tagged plasmid construction. Both N- and C-terminal SFB tags are available for use, and the choice can be made based on validation of correct bait protein localization. The signal peptide responsible for protein subcellular localization is usually located at the N- or C- terminal of the protein. When the purification tags are close to the signal peptide, it may interfere with the correct subcellular localization of the bait protein. Incorrect subcellular localization may result in the loss of natural complexes of bait and interacting proteins. Amplifying the gene from cDNA by Phusion DNA polymerase. For the Gateway cloning system, the attB1 and attB2 homologous sequences are included in the forward and reverse primers, respectively (Figure 1A). The PCR reaction system is as follows: PCR conditions: Extract PCR products from the DNA gel with the FastPure® Gel DNA Extraction Mini Kit. Set BP reaction for entry plasmid. The BP reaction system is as follows: Perform BP reaction at 25°C for 1 h. The BP reaction can be performed for 12 h, as this can improve BP reaction efficiency. Add 1 μL of the Proteinase K solution to each sample to terminate the reaction. Vortex briefly. Incubate samples at 37°C for 10 min. Transform the BP reaction product into DH5α competent cells, and select the positive clones on Kanamycin LB plates. Extract entry plasmid containing the gene of interest and confirmed by sequencing. The sequence information of sequencing primers is as follows: DNF: 5′-TCGCGTTAACGCTAGCATGGA-3′, DNR: 5′-GTAACATCAGAGATTTTGAGA-3′. Transfer the gene of interest into the cSFB destination vector by the LR reaction (Figure 1B). The LR reaction system is as follows: Perform LR reaction at 25°C for 1 h. Add 1 μL of the Proteinase K solution to each sample to terminate the reaction. Vortex briefly. Incubate samples at 37°C for 10 min. Transform the LR reaction product into DH5α competent cells, and select positive clones on Ampicillin LB plates. Extract plasmid encoding the cSFB-tagged gene of interest and confirmed by sequencing, and protein expression is detected via western blotting. The sequencing primer information is as follows: CTF: 5′-CACTATAGAATAACATCCACTTT-3′, CTR: 5′-GAATTTAGCAGCAGCGGTTTCT-3′.

Establishment of a stable cell line expressing the target gene

Timing: 2–3 weeks During this step, the stable cell expressing the target protein is established and validated for expression and localization. Cell transfection. HEK293T cells (passage number < 15) are seeded in a 6 well plate and incubated for less than 24 h (37°C, 5% CO2). The cells should be 70%–80% confluent at moment of transfection. Transfect HEK293T cells: Prepare a mixture of the transfection plasmids (2 μg) in OptiMEM. Prepare OptiMEM and polyethylenimine (PEI) dilutions for a 3:1 ratio of PEI: DNA. Incubate for a maximum 5 min at 25°C. Following 5 min of incubation, drop the PEI dilution into the plasmid mixture and mix by gently flicking the tube. Incubate the transfection mix for 20 min. CRITICAL: Ensure that the plasmid DNA is endotoxin free and concentrated to >500 ng/μL. Do not syringe filter the transfection master mix or the final transfection mix after the DNA and PEI have been added as this will reduce the transfection efficiency. Carefully transfer the transfection mix to cells by adding drop-wise with a circular motion. Incubate cells for 24 h (37°C, 5% CO2). Puromycin selection. Passage the transfected cells into a 10 cm dish containing the media with puromycin at the required concentration for the cells. For HEK293T cells, 2 μg/mL puromycin is used. Forty-eight hours after puromycin addition (all untransfected cells should be killed), remove the medium and gently wash the plate with warm PBS to dislodge the remaining dead cells. Trypsinize and collect cells into a single-cell suspension. The cells are then serially diluted and plated into a 96-well plate for single-cell colony formation. CRITICAL: Using multichannel pipettes can greatly reduce the time cost. Incubate the plate undisturbed at 37°C in a humidified CO2 incubator. Validation of stable cells expressing target protein. Detect the clones under microscope after 7 days; check each well, mark the ones with only a single colony, and transfer cells from these wells into large vessels (e.g., 24 well plate). The isolated stable cell colonies are checked for the expression of cSFB-tagged bait proteins by western blotting using anti-FLAG antibody. CRITICAL: In one well of the 24-well plate, half of the cells are removed for expression analysis after trypsin digestion, and the remaining cells are cultured further. Following expansion of the positive cell clones, confirm the cSFB-tagged bait protein expression by western blotting again, and examine its subcellular localization by immunofluorescence to ensure its correct subcellular localization. After that, the stable cells are expanded for the subsequent TAP. CRITICAL: After picking out cell colonies, make sure that almost all cells express the tagged bait protein (if not, subcloning should be conducted) with correct subcellular localization. Incorrect subcellular localizations of the tagged proteins were observed occasionally, while changing tags to the other end of the proteins solved the problem.

Key resources table

Materials and equipment

NETN lysis buffer Storage: Store for up to 6 months at 25°C. Aprotinin (1000×) Storage: aliquot 500 μL into 20 1.5 mL micro centrifuge tubes and store at −20°C for several months. Pepstatin A (1000×) Storage: aliquot 1.5 mL in 35 1.5 mL micro centrifuge tubes and store at −20°C for several months. Turbonuclease buffer Storage: fresh prepared with addition of proteinase inhibitors. Coomassie brilliant blue solution Storage: Store for up to 6 months at 25°C. Destain I solution Storage: Store for up to 6 months at 25°C. Destain II solution Storage: Store for up to 6 months at 25°C. CRITICAL: MeOH, Acetic acid have a pungent smell and should be operated in fume hood. All these reagents should be at least HPLC-grade.

Step-by-step method details

Preparation of cell lysate

Timing: 1–2 h During this step, cells are collected and lysed into soluble and chromatin fractions. All the following steps are performed using 1 × 108 cells (Figure 2A).
Figure 2

The macroscopic view of cell pellet in different conditions

(A–E) The cell state in collection (A), NETN lysis (B), TurboNuclease digestion (C), Streptavidin agarose enrichment (D), and S-bead enrichment (E) are shown in Eppendorf tubes.

Lyse the cells in 5 mL of lysis buffer (NETN with aprotinin and pepstatin A) for 30 min on shaker in a cold room. The lysis volume depends on how many cells you collect (normally 10 times the pellet volume). CRITICAL: Please ensure that cells are lysed completely (clearly visible DNA precipitation but no gel-like solution) (Figure 2B). CRITICAL: In this step, cells are collected using mechanical forces, such as with tips or cell scrapers, rather than trypsin digestion since residual trypsin may disturb the native protein complexes, resulting in the loss of interactions. Pause point: If suspension is required, we recommend freezing the collected cells at −80°C rather than freezing the lysates to reduce protein loss. Spin down the 15 mL tubes at 2,500 ×g and 4°C for 20 min. Transfer the supernatant to fresh tubes (1), and add 1.5 mL of TurboNuclease buffer containing 2.5 μL of TurboNuclease to the pellets. Heat in a 37°C water bath and vortex for 10 s every 5 min till the solution turn white (this usually takes 30–40 min). Spin down the tubes at 2,500 ×g and 4°C for 20 min and collect the supernatant (2). CRITICAL: Please ensure that the chromatin is interrupted and the precipitate is milky white (Figure 2C). Combine (1) and (2) and spin down at 2,500 ×g and 4°C for an additional 20 min. CRITICAL: During all steps except TurboNuclease treatment, samples should be kept on ice or in a cold room (i.e., 4°C). Proteinase inhibitors should be added to the solutions to prevent protein degradation. Combination of two supernatants is not necessary for studying chromatin or soluble protein interactions, separating these two parts for subsequent TAP. The macroscopic view of cell pellet in different conditions (A–E) The cell state in collection (A), NETN lysis (B), TurboNuclease digestion (C), Streptavidin agarose enrichment (D), and S-bead enrichment (E) are shown in Eppendorf tubes.

Tandem affinity purification

Timing: 3–4 h This step describes how the purification is accomplished using streptavidin-sepharose (also called SBP beads) and S beads. Add streptavidin-sepharose to the combined solution (total 150 μL beads, depending upon how well your protein is expressed and how many plates are used). Incubate on a shaker in a cold room for 1 h (Figure 2D). Troubleshooting 1. CRITICAL: Use scissors to remove the ends of tips to allow better pipetting of agarose beads. Spin down at 2,500 ×g and 4°C for 1 min and aspirate the buffer out of the tube without disturbing the beads. Resuspend the beads in 0.8 mL of lysis buffer and transfer them into an Eppendorf tube. Wash out the tube with 0.5 mL of lysis buffer, and transfer the buffer into the previous Eppendorf tube to recover the remaining beads. Spin and aspirate the supernatant. The transfer of beads to a new tube prevents contamination by any proteins that may precipitate on the sidewall of the previous tube during incubation. Wash beads twice with 1 mL of lysis buffer by centrifuging the Eppendorf tube at 1,500 ×g and 4°C for 1 min. Remove all remaining trapped lysis buffer by pipetting using a thin gel-loading tip firmly pressed to the bottom of the tube. Elute bound proteins with 0.9 mL of lysis buffer containing 2 mg/mL biotin with proteinase inhibitors. Rotate the tube in a cold room for 30 min. Spin briefly to pellet the beads, and carefully transfer the supernatant to a new Eppendorf tube without disturbing the beads. Repeat the elution step using 0.5 mL of lysis buffer containing biotin for another 30 min. Troubleshooting 2. CRITICAL: Prepare fresh biotin solution. Warm the solution at 37°C in a water bath to ensure that the biotin is dissolved, and then place it on ice. Combine both eluates. Spin at maximum speed, and transfer the supernatant to a new tube. Ensure that there are no streptavidin-sepharose beads remaining in the 2nd purification. Add 30 μL of S beads to the eluates. Rotate the tube in a cold room for 1 h (Figure 2E). Spin down the S beads at 1,500 ×g for 1 min, aspirate the supernatant, and wash the S beads 2–3 times with lysis buffer (1 mL each time). Add 35 μL 2× SDS sample buffer to the S beads, briefly vortex the tube, and boil for 15 min. CRITICAL: As a control, run the 1st elution and 5 μL of the final elution on a gel and perform Coomassie blue staining to ensure that the procedure worked. At the same time, collect the different control samples, and perform western blotting with an anti-FLAG antibody to approximate the efficiency of elution and binding. If the purification fails, this check can be used to identify the step that it failed at. Once you have performed this protocol a few times, you do not need to check by western blotting each time. Instead, run all of the control samples on a gel, and perform Coomassie blue staining for analysis. There should be a difference in band pattern between the eluate from streptavidin beads and that from S beads. Subject the protein sample to SDS–PAGE until it runs into the separation gel for a short distance (i.e., 1 cm). Stain the gel with clean Coomassie blue solution for 3–10 min. Troubleshooting 3. SDS–PAGE is performed until the dye runs less than 1 cm into the separation gel. The time of Coomassie blue staining is carefully controlled, and staining is not performed for more than 15 min.

In gel digestion

Timing: 16–20 h During this step, the purified protein is digested by trypsin in gel and extracted for mass spectrometry detection. Destain the gel with Destain I solution for 30 min and repeat this step for several times (Figure 3A).
Figure 3

Example data of SFB-TAP/MS

(A) Coomassie brilliant blue staining of SDS-PAGE showing the protein bands after purification.

(B) Data summary for the human Notch pathway interaction network study. Total numbers of peptides and proteins identified in the MS analysis are shown. A MUSE score greater than 0.85 was used as the cut-off to identify HCIPs.

Cut the gel band into two pieces from top to bottom and transferred to a clean Eppendorf tube for further complete destaining using Destain II solution. Troubleshooting 4. Incubate the gel pieces in water for 1 h twice. Reduction and Alkylation: Dehydrate the gel pieces with 100% acetonitrile (ACN) for 5 min. Soak the gel pieces with 50 μL of 10 mM dithiothreitol (DTT) in 10 mM ammonium bicarbonate (ABC) at 55°C for 45 min. Then alkylate the gel pieces with 50 μL of 100 mM iodoacetamide in 10 mM ABC at 25°C for 30 min in the dark. (The reduction and alkylation steps facilitate peptide identification, especially Cysteine-containing peptides. However, the reaction incompletion and side reactions may compromise the experimental results.). Dehydrate the gel pieces with 75% ACN for 1 h. Change the pH of the gel to basic pH with 50 mM ABC for 30 min twice. Remove the ABC solution and add 300 ng of trypsin (200 ng/μL, 1.5 μL) in 30 μL of 50 mM ABC solution to each tube, grind mildly, and incubate at 37°C 14–16 h. Acidify the digest by adding 30 μL of 2% formic acid (FA) for 5 min, extract the peptides from the gel pieces by adding 400 μL of 100% ACN, shake the solution on a rocker platform at 25°C for 15 min, centrifuge the tubes at 16,000 ×g for 1 min, and transfer the supernatant into new tubes. Vacuum-dry the samples.

LC-MS analysis

Timing: 1–2 h/sample During this step, the extracted peptide is analyzed on mass spectrometer. Separate the peptides by a 65 min gradient elution (from 1% to 40% buffer B) at a flow rate 0.3 μL/min with the Thermo EASY-nLC1200 integrated nano-HPLC system which is directly interfaced with the MS. The analytical column was a home-made fused silica capillary column packed with C-18 resin. Mobile phase A consists of 0.1% formic acid in water, and mobile phase B consists of 100% acetonitrile and 0.1% formic acid. As the peptides are eluted, they are subjected to electrospray ionization and then analyzed by an Orbitrap Fusion Lumos Tribrid Mass Spectrometer. The source is operated at 1.9 kV, with no sheath gas flow and with the ion transfer tube at 350°C. The mass spectrometer is operated in the data-dependent acquisition mode using the Xcalibur 4.1 software and there is a single full-scan mass spectrum in the Orbitrap (350–1,500 m/z, 60,000 resolution at m/z 200) followed by 20 data-dependent MS/MS scans at 30% normalized collision energy. The selection window of the Quadrupole is 300–1,500 m/z. Set the AGC target as 5e4, and the maximum injection time is 50 ms. Set the intensity threshold at 1,000. MS2 spectra are acquired with a resolution of 15,000. The peptides are detected, isolated, and fragmented to produce a tandem mass spectrum of specific fragment ions for each peptide. Analyze each mass spectrum using the Thermo Xcalibur Qual Browser. Troubleshooting 5. Determine peptide sequences (protein identity) by matching fragmentation patterns in the Swiss-Prot protein database (Homo sapiens) using the Mascot software program (Matrix Science, USA) in Proteome Discoverer 2.5 software (Thermo Fisher Scientific, San Jose, CA) (Figure 3B). The mass tolerance is set to 20 ppm for both precursor ions and fragment ions. Enzyme specificity is set to partially tryptic with two missed cleavages. No fixed modification is set. The variable modifications included oxidation on Methionine, acetylation on peptide N-terminus, and Carbamidomethylation on Cysteine. Spectral matches are filtered to include a false-discovery rate of less than 1% at the peptide level.

MS data analysis and bioinformatics analysis

Timing: 1–2 weeks This step mainly focuses on the analysis and visualization of MS data. Perform a quality control step to ensure a reasonable number of prey proteins with correctly distributed cellular localization and high data reproducibility across the replicates (Figure 4A).
Figure 4

Schematic diagram showing the workflow of bioinformatics analysis in TAP/MS study

(A) Quality control of MS data.

(B) HCIPs are defined by MUSE algorithm.

(C) Validation of HCIPs utilizing knowledge databases, GO term enrichment analysis and visualization of protein–protein interaction networks composed of HCIP by Cytoscape.

(D) Functional analysis of proteomic data by integrating with genomic or model organism data.

(E) Establishing a functional PPI network.

Example data of SFB-TAP/MS (A) Coomassie brilliant blue staining of SDS-PAGE showing the protein bands after purification. (B) Data summary for the human Notch pathway interaction network study. Total numbers of peptides and proteins identified in the MS analysis are shown. A MUSE score greater than 0.85 was used as the cut-off to identify HCIPs. Schematic diagram showing the workflow of bioinformatics analysis in TAP/MS study (A) Quality control of MS data. (B) HCIPs are defined by MUSE algorithm. (C) Validation of HCIPs utilizing knowledge databases, GO term enrichment analysis and visualization of protein–protein interaction networks composed of HCIP by Cytoscape. (D) Functional analysis of proteomic data by integrating with genomic or model organism data. (E) Establishing a functional PPI network. Evaluate the confidence scores of bait-prey binary interactions using computational models, such as CompPASS (Sowa et al., 2009), SAINT (Choi et al., 2011) and MUSE (Li et al., 2016) algorithms. Here, for example, we set the MUSE score > 0.85 as the cutoff for identifying high-confidence interacting proteins (HCIPs) (Figure 4B). Troubleshooting 6. High-confidence interactions can be further validated by knowledge databases, including BioGRID (Chatr-Aryamontri et al., 2017), STRING (Szklarczyk et al., 2019), IntAct (Orchard et al., 2014), MINT (Licata et al., 2012), HI-union/HuRI/Lit-BM (Luck et al., 2020) and HI-II-14 (Rolland et al., 2014) (Figure 4C). The results could also be obtained from the CRAPome database, a repository of prey frequently found in AP/MS experiments (Mellacheruvu et al., 2013) (Figure 4C). Visualize protein–protein interaction networks composed of HCIP in Cytoscape (Smoot et al., 2011) (Figures 4C and 5).
Figure 5

Example interaction network identified in human Notch pathway established by TAP/MS

The interaction network was constructed using HCIPs identified in SFB-TAP/MS data of our human Notch pathway study.

In detail, the identified bait-prey interactions and their corresponding peptide-spectrum match (PSM) values are integrated into excel or .csv format and imported into Cytoscape software for interaction network visualization. Example interaction network identified in human Notch pathway established by TAP/MS The interaction network was constructed using HCIPs identified in SFB-TAP/MS data of our human Notch pathway study. For better annotation of the interaction network, properties of each node and edge could be added via additional table format. Other “R”-based visualization methods are also available. The R framework (R-project.org) and Bioconductor (Gentleman et al., 2004) are also frequently used for data analysis, clustering, and visualization. Troubleshooting 7. Perform GO/KEGG analysis, disease enrichment and other bioinformatic analyses for analyzing biological functions of HCIPs (Ashburner et al., 2000) (Figure 4C). Perform integrated analysis of proteomic data with genomic data, such as phenotypical data in model organisms, correlation with diseases, expression alterations and mutations in diseases, and correlation with survival and prognosis (Figure 4D). For instance, the identified HCIPs can be used for the overlapping analyses with other regulators involved in the detailed biological process according to the users’ research purpose. Troubleshooting 8. Conduct in-depth mechanistic studies for several potentially functionally relevant proteins to produce biologically meaningful results (Li et al., 2017), and eventually establish a functional PPI network (Figure 4E). For data validation, a co-IP assay using antibodies against endogenous proteins or epitope tags is the most frequently used approach (Couzens et al., 2013; Hauri et al., 2013; Kwon et al., 2013; Wang et al., 2014). Other approaches include two-hybrid- and flow cytometry-based interaction validations, such as fluorescence resonance energy transfer and bimolecular fluorescence complementation assays (Fields and Song, 1989; Piehler, 2005; Yan and Marriott, 2003).

Expected outcomes

A successful outcome of the TAP/MS experiment is shown in Figures 3 and 5. First, a clear bait protein band was observed after Coomassie brilliant blue staining. Second, PSM resulted in relatively high bait enrichment (in HEK293T cells, PSM usually >100) and a reasonable number of prey (in HEK293T cells, unique prey numbers are usually >100). Third, the confidence scores of bait-prey interactions were generated using computational models and used for establishing the protein-protein interaction network.

Limitations

Transiently transfected cells can be directly subjected to AP/MS, but this usually leads to the bait being expressed at relatively high levels and cells under stress conditions. Since overexpressed proteins often bind to proteins that they normally do not interact with under physiological conditions, the transient transfection followed by the AP/MS approach may lead to considerable false-positive findings. A better approach may be to establish stable pools or cell lines with an expression level of bait protein similar to that of the endogenous protein (Gingras et al., 2007). The inducible system and knock-in strategy can also help with purification of the protein complex at the endogenous level and overcome proliferation defects caused by overexpression of some toxic baits. The protein–protein interaction network establishment protocol described here depends mainly on MS-based whole-protein complex analysis and thus cannot distinguish between direct and indirect protein interactions. To confirm direct binding between proteins, additional assays, such as in vitro pull-down analysis, are required. The analysis step in this protocol usually requires a group of control TAP/MS experiments with bait proteins that are not associated with the proteins of interest. Moreover, several medium- to large-scale SFB-based TAP/MS results in HEK293T and MCF10A cells are available for use as controls (Bian et al., 2021; Li et al., 2015, 2016; Wang et al., 2014; Xu et al., 2014).

Troubleshooting

Problem 1

During the streptavidin-sepharose and S-bead incubation steps, proteins are precipitated on the beads (white flocculent pellets was observed on the beads after the 1000×g centrifugation). (step-by-step method details step 4).

Potential solution

Reduce the initial cell number or increase the cell lysis volume accordingly.

Problem 2

The elution of streptavidin-sepharose precipitated samples is insufficient. (step-by-step method details step 7). Prepare fresh biotin solution in NETN lysis buffer and completely dissolved by warming in a water bath. Modify the biotin concentration if needed.

Problem 3

No protein band is observed after gel staining. (step-by-step method details step 12). First, check the protein expression level just before collecting cells for purification; second, during purification, collect samples for each IP step, e.g., samples before addition of streptavidin-sepharose, after incubation, and eluate, to identify the step that failed.

Problem 4

The gel cannot be destained completely. (step-by-step method details step 14). Ensure that R-250 is used. Carefully control the staining time to no more than 15 min, usually. Watch the gel while staining, and immediately change to the destaining solution once the band becomes visible.

Problem 5

Poor quality LC-MS data and hard to interpret. (step-by-step method details step 20). If the LC-MS data peaks are too small to confidently interpret, inject more sample into the LC-MS. If the LC-MS data has a large contaminating peak, it is likely to be from tubes used in purification process. Therefore, it is important to use high quality and clean tubes to avoid contamination.

Problem 6

Low score of bait-prey binary interactions. (step-by-step method details step 23). If the scores of most bait-prey binary interactions evaluated using computational models are extremely low, confirm whether a correct control group is chosen, or whether there is problem in the purification process.

Problem 7

Too redundant interaction network visualized by cytoscape software. (step-by-step method details step 25). In integrating the data ready for importing into cytoscape, users need to eliminate the duplicated binary interaction. For example, NOTCH1-NOTCH2 /NOTCH2-NOTCH1.

Problem 8

Low overlap for function studies when integrated with genomic data or other resource. (step-by-step method details step 27). In integrating the HCIPs data with other resource data, gene ID and protein ID conversion, as well as ortholog among different species need to be noticed carefully.

Resource availability

Lead contact

Further information and requests for resources and reagents should be directed to and will be fulfilled by the lead contact, Xu Li (lixu@westlake.edu.cn).

Materials availability

All unique reagents generated in this study are listed in the key resources table and available upon reasonable request from the lead contact.
ReagentFinal concentrationAmount
5× Phusion HF or GC Buffer10 μL
10 mM dNTPs200 μM1 μL
10 μM Forward Primer0.5 μM2.5 μL
10 μM Reverse Primer0.5 μM2.5 μL
Template DNA< 500 ngvariable
DMSO (optional)3%(1.5 μL)
Phusion DNA Polymerase1.0 units/50 μL PCR0.5 μL
Nuclease-free watern/aUp to 50 μL
Totaln/a50 μL
PCR cycling conditions
StepTemperatureTimeCycles
Initial Denaturation98°C1 min1
Denaturation98°C10 s25–35 cycles
Annealing50°C–65°C20 s
Extension72°C30 s per kb
Final extension72°C10 min1
Hold4°Cforever
ComponentAmount
BP Clonase™ II enzyme mix2 μL
attB-PCR product (≥10 ng/μL; final amount ∼15–150 ng)1–7 μL
pDonor201 vector (150 ng/μL)1 μL
TE buffer, pH 8.0to 10 μL
ComponentAmount
LR Clonase™ II enzyme mix2 μL
entry clone (50–150 ng)1–7 μL
destination vector (cSFB 150 ng/μL)1 μL
TE buffer, pH 8.0Up to 10 μL
REAGENT or RESOURCESOURCEIDENTIFIER
Antibodies

ANTI-FLAG® M2 antibody (1:5000)Sigma-AldrichCat#B3111
THE™ beta Actin Antibody, mAb, Mouse (1:5000)GenscriptCat#A00702 RRID: AB_914102

Bacterial and virus strains

Trans5α Chemically Competent CellTransGen BiotechCat#CD201-01
TransDB3.1 Chemically Competent CellTransGen BiotechCat#CD531-01

Chemicals, peptides, and recombinant proteins

TrizolThermo Fisher ScientificCat#15596026
Phusion® High-Fidelity DNA PolymeraseNew England BiolabsCat#M0530L
BP Clonase™ II enzyme mixThermo Fisher ScientificCat#11789020
LR Clonase™ II enzyme mixThermo Fisher ScientificCat#11791020
FBSGibcoCat#C11875500CP
Penicillin and streptomycinThermo Fisher ScientificCat#15140163
DMEMBasalmediaCat#L110KJ
Opti-MEM™ I Reduced Serum MediumGibcoCat#31985070
PEIPolysciencesCat#23966-1
PuromycinSangonCat#A610593
AprotininSigma-AldrichCat#A1153-25MG
Pepstatin ASigma-AldrichCat#P5318-25MG
TurboNucleaseAccelagenCat#N0103M
Coomassie brilliant blue R-250SangonCat#A100472
BiotinSigma-AldrichCat#B4501
Streptavidin-conjugated beadsGECat#17-5113-01
TrypsinHualishi ScientificCat#HLS TRY001C
S-protein beadsMilliporeCat#69704
NP40Sigma-AldrichCat#74385
EDTASigma-AldrichCat#V900106
Acetic acidSangonCat#A501931
Formic acidThermo Fisher ScientificCat#85178
AcetonitrileAladdinCat# A104442

Critical commercial assays

HiScript II 1st Strand cDNA Synthesis KitVazymeCat#R212-02
FastPure Gel DNA Extraction Mini KitVazymeCat#DC301-01
FastPure Plasmid Mini KitVazymeCat#DC201-01

Experimental models: Cell lines

HEK293TATCCCat# CRL-11268RRID: CVCL_0063

Oligonucleotides

PDONR-F:GGGGACAAGTTTGTACAAAAAAGCAGGCTCCThis paperN/A
PDONR-R:GGGGACCACTTTGTACAAGAAAGCTGGGTTThis paperN/A

Recombinant DNA

pDONR201InvitrogenN/A
pDEST-cSFBThis paperN/A

Software and algorithms

Orbitrap Fusion Lumos Tribrid Mass SpectrometerThermo Fisher ScientificLumos
Mascot software programMatrix ScienceRRID: SCR_014322
Ingenuity Pathway AnalysisQIAGENRRID: SCR_008653
Cytoscape (Version 3.7.2)Institute for Systems Biologyhttps://cytoscape.orgRRID: SCR_003032
cBioPortalMemorial Sloan Kettering Cancer Centerhttps://www.cbioportal.org/
GEPIAZhang Lab, Peking Universityhttp://gepia.cancer-pku.cn/
R (Version 4.2.1)Free Software Foundation’s GNU projecthttps://www.r-project.org/
UniportEuropean Bioinformatics Institute (EMBL-EBI); Swiss Institute of Bioinformatics (SIB); Protein Information Resource (PIR)https://www.uniprot.org
CRAPomeAlexey Nesvizhskii and Anne-Claude Gingras Labshttp://www.crapome.org
STRINGSwiss Institute of Bioinformatics (SIB); Novo Nordisk Foundation Center Protein Research (CPR); European Molecular Biology Laboratory (EMBL)https://string-db.org/
ImmPortThe Northrop Grumman Information Technology Health Solutions teamhttps://www.immport.org/shared/home
Xcalibur 4.1 softwareThermo Fisher ScientificCat#OPTON-30967
Proteome Discoverer 2.5 softwareThermo Fisher ScientificCat#OPTON-30957

Deposited data

Mass spectrometry proteomics dataThis study; deposited to the ProteomeXchange Consortium via the PRIDE partner repositoryDataset identifier: PXD031772 and 10.6019/ PXD031772.

Other

EASY-nLC1200Thermo Fisher ScientificCat#LC140
Silica capillary columnGenetecCat#SL20S05-15E8RU
C-18 resinThermo Fisher ScientificCat#060263
Orbitrap Fusion Lumos Tribrid Mass SpectrometerThermo Fisher ScientificCat#IQLAAEGAAPFADBMBHQ

NETN lysis buffer

ReagentFinal concentrationAmount
NP-400.5%20 mL
1 M Tris.HCl, pH8.020 mM80 mL
5 M NaCl100 mM80 mL
0.5 M EDTA1 mM8 mL
ddH2On/aUp to 4 L
Totaln/a4 L

Storage: Store for up to 6 months at 25°C.

Aprotinin (1000×)

ReagentFinal concentrationAmount
Aprotinin1 mg/mL10 mg
ddH2On/aUp to 10 mL
Totaln/a10 mL

Storage: aliquot 500 μL into 20 1.5 mL micro centrifuge tubes and store at −20°C for several months.

Pepstatin A (1000×)

ReagentFinal concentrationAmount
Pepstatin A0.5 mg/mL25 mg
Ethanoln/aUp to 50 mL
Totaln/a50 mL

Storage: aliquot 1.5 mL in 35 1.5 mL micro centrifuge tubes and store at −20°C for several months.

Turbonuclease buffer

ReagentFinal concentrationAmount
1 M Tris.HCl, pH8.050 mM0.5 mL
1 M MgCl21 mM10 μL
ddH2On/aUp to 10 mL
Totaln/a10 mL

Storage: fresh prepared with addition of proteinase inhibitors.

Coomassie brilliant blue solution

ReagentFinal concentrationAmount
Coomassie brilliant blue R-2500.025%0.025 g
MeOH40%0.4 L
Acetic acid7%0.07 L
ddH2On/aUp to 1 L
Totaln/a1 L

Storage: Store for up to 6 months at 25°C.

Destain I solution

ReagentFinal concentrationAmount
MeOH40%0.4 L
Acetic acid7%0.07 L
ddH2On/aUp to 1 L
Totaln/a1 L

Storage: Store for up to 6 months at 25°C.

Destain II solution

ReagentFinal concentrationAmount
MeOH50%0.5 L
Acetic acid7%0.07 L
ddH2On/aUp to 1 L
Totaln/a1 L

Storage: Store for up to 6 months at 25°C.

  57 in total

1.  Gene ontology: tool for the unification of biology. The Gene Ontology Consortium.

Authors:  M Ashburner; C A Ball; J A Blake; D Botstein; H Butler; J M Cherry; A P Davis; K Dolinski; S S Dwight; J T Eppig; M A Harris; D P Hill; L Issel-Tarver; A Kasarskis; S Lewis; J C Matese; J E Richardson; M Ringwald; G M Rubin; G Sherlock
Journal:  Nat Genet       Date:  2000-05       Impact factor: 38.330

Review 2.  The tandem affinity purification (TAP) method: a general procedure of protein complex purification.

Authors:  O Puig; F Caspary; G Rigaut; B Rutz; E Bouveret; E Bragado-Nilsson; M Wilm; B Séraphin
Journal:  Methods       Date:  2001-07       Impact factor: 3.608

3.  Defining the Protein-Protein Interaction Network of the Human Protein Tyrosine Phosphatase Family.

Authors:  Xu Li; Kim My Tran; Kathryn E Aziz; Alexey V Sorokin; Junjie Chen; Wenqi Wang
Journal:  Mol Cell Proteomics       Date:  2016-07-18       Impact factor: 5.911

Review 4.  New methodologies for measuring protein interactions in vivo and in vitro.

Authors:  Jacob Piehler
Journal:  Curr Opin Struct Biol       Date:  2005-02       Impact factor: 6.809

5.  Immunoaffinity purification of FLAG epitope-tagged bacterial alkaline phosphatase using a novel monoclonal antibody and peptide elution.

Authors:  B L Brizzard; R G Chubet; D L Vizard
Journal:  Biotechniques       Date:  1994-04       Impact factor: 1.993

6.  Low-density-lipoprotein-receptor-related protein 1 mediates Notch pathway activation.

Authors:  Weixiang Bian; Mengfan Tang; Hua Jiang; Wenyan Xu; Wanyu Hao; Yue Sui; Yingnan Hou; Litong Nie; Huimin Zhang; Chao Wang; Nan Li; Jiadong Wang; Jun Qin; Lianfeng Wu; Xianjue Ma; Junjie Chen; Wenqi Wang; Xu Li
Journal:  Dev Cell       Date:  2021-10-08       Impact factor: 12.270

7.  DBC1 is a negative regulator of SIRT1.

Authors:  Ja-Eun Kim; Junjie Chen; Zhenkun Lou
Journal:  Nature       Date:  2008-01-31       Impact factor: 49.962

8.  The BioGRID interaction database: 2017 update.

Authors:  Andrew Chatr-Aryamontri; Rose Oughtred; Lorrie Boucher; Jennifer Rust; Christie Chang; Nadine K Kolas; Lara O'Donnell; Sara Oster; Chandra Theesfeld; Adnane Sellam; Chris Stark; Bobby-Joe Breitkreutz; Kara Dolinski; Mike Tyers
Journal:  Nucleic Acids Res       Date:  2016-12-14       Impact factor: 16.971

9.  The CRAPome: a contaminant repository for affinity purification-mass spectrometry data.

Authors:  Dattatreya Mellacheruvu; Zachary Wright; Amber L Couzens; Jean-Philippe Lambert; Nicole A St-Denis; Tuo Li; Yana V Miteva; Simon Hauri; Mihaela E Sardiu; Teck Yew Low; Vincentius A Halim; Richard D Bagshaw; Nina C Hubner; Abdallah Al-Hakim; Annie Bouchard; Denis Faubert; Damian Fermin; Wade H Dunham; Marilyn Goudreault; Zhen-Yuan Lin; Beatriz Gonzalez Badillo; Tony Pawson; Daniel Durocher; Benoit Coulombe; Ruedi Aebersold; Giulio Superti-Furga; Jacques Colinge; Albert J R Heck; Hyungwon Choi; Matthias Gstaiger; Shabaz Mohammed; Ileana M Cristea; Keiryn L Bennett; Mike P Washburn; Brian Raught; Rob M Ewing; Anne-Claude Gingras; Alexey I Nesvizhskii
Journal:  Nat Methods       Date:  2013-07-07       Impact factor: 28.547

10.  BAP1 links metabolic regulation of ferroptosis to tumour suppression.

Authors:  Yilei Zhang; Jiejun Shi; Xiaoguang Liu; Li Feng; Zihua Gong; Pranavi Koppula; Kapil Sirohi; Xu Li; Yongkun Wei; Hyemin Lee; Li Zhuang; Gang Chen; Zhen-Dong Xiao; Mien-Chie Hung; Junjie Chen; Peng Huang; Wei Li; Boyi Gan
Journal:  Nat Cell Biol       Date:  2018-09-10       Impact factor: 28.824

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