Literature DB >> 33111072

Chromatin-Bound Proteome Profiling by Genome Capture.

Sergi Aranda1, Eva Borràs1,2, Eduard Sabidó1,2, Luciano Di Croce1,2,3.   

Abstract

De novo identification of chromatin interactors can reveal unexpected pathways relevant to physiology and human disease. Inspired by the DNA mediated chromatin pull-down (Dm-ChP) technology (also known as iPOND [isolation of proteins on nascent DNA]) for the proteomic characterization of nascent DNA, we have recently reported a new experimental protocol that allows for the identification of proteins on total DNA (iPOTD) for bulk chromatome profiling and de novo identification of chromatin-bound proteins. Here, we detail a step-by-step protocol to survey the cellular chromatin-bound proteome in a simple, robust, and unbiased manner. For complete details on the use and execution of this protocol, please refer to Aranda et al. (2019).
© 2020.

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Year:  2020        PMID: 33111072      PMCID: PMC7580076          DOI: 10.1016/j.xpro.2020.100014

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


Before You Begin

Setting up the EdU Labelling

TIMING: 2–3 days Before starting to use the strategy described herein, the initial setup of the concentration of EdU and the incubation time is required to evaluate the complete EdU-labelling of cells as well as the EdU toxicity. We recommend evaluating the possible cytotoxicity of EdU incubation at three different levels (Aranda et al., 2019): i) at the transcriptional level, either globally (e.g. by massive parallel RNA sequencing) or on specific targets-genes (e.g. Quantitative reverse transcription PCR (RT-qPCR) on DNA damage response genes); ii) at the proliferation level; and iii) at the DNA damage response activation. Use an appropriate number of cells and culture conditions so that the cells are under exponential growth during the entire incubation time. In order to perform a complete EdU labelling of the genome of all the cells in culture, one should take into consideration the doubling time of the cells. Typically, chromatin capture uses about 2–4x107 exponentially growing cells as starting point. However, we have efficiently purified chromatin from less than 1x107 cells. Further, a typical study would include two conditions (e.g., EdU-incubated cells as well as non-incubated control cells) and at least three biological replicates. The time and concentration indicated in this protocol refer to those used with mouse embryonic stem cells (ESCs) (Aranda et al., 2019). Expand the cells in twelve independent dishes for Western blot analysis, and twelve independent dishes for immunofluorescence analysis. Include a positive control for DNA damage, using a DNA damage agent reported in the literature (e.g. Doxorubicin 10 μM 6h). Expand the cell cultures 1 d before EdU Incubation. Replace the media with fresh media containing a serial dilution of EdU, as indicated in the table below. CRITICAL: This table is given as a reference; conditions may need to be adjusted for specific cell types.

For Cell Cycle Analysis

After EdU incubation, rinse the cells twice with 1× PBS (pH 7.4). Trypsinise cells and count them. Collect 1 × 106 cells by centrifugation in a swing-bucket rotor at 150g for 5 min at 4°C. Suspend the cells in 1 mL of 1× PBS (pH 7.4). Add 3 mL of cold ethanol dropwise, while maintaining the cells suspended by agitation with low vortexing. Place the cell suspension at –20°C for at least 1 h. PAUSE POINT: The cell suspension can be stored at –20°C for up to 1 year. Add 10 mL of 1× PBS (pH 7.4) to the cell suspension and incubate for 20 min at room temperature. Collect the cells by centrifugation in a swing-bucket rotor at 500g for 10 min at 4°C. Discard the supernatant and wash the cells with an additional 10 mL of 1× PBS (pH 7.4). Collect the cells by centrifugation in a swing-bucket rotor at 500g for 10 min at 4°C. Resuspend the cells in 1 mL of 1× PBS (pH 7.4) containing 15 μg/mL of propidium iodide, 1 mM sodium citrate and 0.3 mg/mL of ribonuclease A. Incubate the cells for 1 h at 37°C, or alternatively overnight at 4°C. Analyse the cell cycle profile with an appropriate flow cytometer.

For Western Blot Analysis of Whole Cell Lysates

After EdU incubation, place the dishes on ice and rinse the cells with 1× PBS (pH 7.4). Lyse the cells with 1× SDS-lysis buffer by adding it directly to the dish, using at ratio of 1:15 to 1:20 (vol/vol) of SDS-lysis buffer to initial culture media. Harvest cells with a cell lifter and collect them in an Eppendorf tube. CRITICAL: The addition of the SDS-lysis buffer results in viscous solution. Cut about 2 mm off the end of the pipette tip to be used prior to transferring the solution into the Eppendorf tube. Boil the samples for 15 min at 95°C, and centrifuge for clarification, and collect the the supernatant into a clean 1.5-mL Eppendorf tube. Quantify the protein concentration using a BCA Protein Assay Kit with an appropriate standard. CRITICAL: This kit is based on a Biuret reaction and is compatible with the SDS-buffer lysis used. Other assays based on Lowry or Bradford reactions must be checked for possible interference. Evaluate the levels of DNA damage markers (e.g. γH2AX) on 20-40 μg of total protein by conventional Western blot as in (Aranda et al., 2014).

For Immunofluorescence Analysis of EdU Labelling

Fix the cells by adding an equal volume of 8% (wt/vol) formaldehyde fixation solution directly into the media. Add the solution under a fume hood using gloves. Mix gently to dilute the formaldehyde in the media, and incubate the cells for 10 min at room temperature. Remove the fixation media and rinse the cells three times with 1× PBS (pH 7.4). Fixation solution is harmful for the researcher and the environment. Dispense of it appropriately. Stain the cells using an antibody against a DNA damage marker (e.g. γH2AX) using conventional immunofluorescence protocols. Prepare the Click reaction mix with Alexa Fluor™ 647 Azide. After antibody staining, and before placing the samples into mounting media, rinse the cells twice with 1× PBS (pH 7.4). Incubate the cells with the Click reaction for 30 min at room temperature, covering the sample with aluminium foil. Evaluate the intensity and distribution of the DNA damage marker and EdU staining, using conventional florescent microscopy, similar to that performed in (Aranda et al., 2019).

Monitoring DNA Fragmentation and Labelling

TIMING: 1 day The efficient purification of chromatin by streptavidin beads required an average size from fragmentation of 200–500 bp. At larger fragment sizes, the efficiency of chromatin purification drops. The current protocol does not exclude the use of different fixative conditions. Typically (Aranda et al., 2019), the cells are crosslinked with a 1% methanol-free formaldehyde solution. The use of different fixative solutions might modify the chromatin fragmentation efficiencies. Using a simple and direct dot blot assay from fragmented DNA, researchers can monitor and quantify the efficiency of biotin incorporation during the Click reaction, using a biotinylated oligonucleotide as a standard.

Fragmentation

Collect 200-μL fragmented sample from Step 38 (of the main procedure) and add 10-μL NaCl (5 M) and 2-μL proteinase K. Incubate the mixture overnight at 65°C with vigorous shaking (1,000 rpm) in a Thermomixer. Purify the DNA from the mixture using the QIAquick PCR purification kit, following the manufacture’s recommendations. Separate 500 ng to 800 ng of purified genomic DNA (gDNA) over a 1.5% agarose gel. See Troubleshooting CRITICAL: Optimal fragmentation is around 200–500 bp. If fragmentation is not optimal at this step, include additional sonication cycles.

EdU Labelling

Spot 1-μL dots of gDNA onto a positively-charged nylon membrane in triplicate. Similarly, spot a serially-diluted 5′-biotinylated oligonucleotide as a standard. Air-dry the membrane, and crosslink with 0.4 J/cm2. Wet the membrane with TBS-T and bend into a 50-mL polypropylene tube. Block the membrane with 5% (wt/vol) of skimmed milk in TBS-T overnight at 4°C. Incubate the membrane with HRP-Avidin (1:1000 dilution) for 30 min at room temperature. Develop the membranes using the ECL prime Western blotting detection system, according to manufacturer’s instruction. See Troubleshooting

Monitoring Chromatin Capture

TIMING: 1 day Similar to the method for monitoring EdU incorporation, the efficiency and specific chromatin capture can be evaluated by a dot blot assay with an anti-histone H3 (chromatin marker) or anti-vinculin (cytoskeleton marker) antibodies. Additionally, the intensity of H3 signal per sample can be used to normalize the amount of chromatin-to-be-analysed between different conditions (e.g. drug-treated versus non-treated cells). Spot 1-μL dots from Input sample from Step 22, and eluted capture samples from Step 38 (from the main procedure), onto a nitrocellulose membrane in triplicate. Prepare the same membrane twice for anti-H3 and anti-vinculin blotting. Air-dry the membranes, wet them with TBS-T and then bend each into a 50-mL polypropylene tube. Block the membranes for 1 h at room temperature with a 10% (wt/vol) of skimmed milk in TBS-T in a roller mixer. Incubate the membranes with a 5% (wt/vol) of skimmed milk in TBS-T, with either an anti-H3 (1:1000; chromatin marker) or anti-vinculin (1:1000; cytoskeleton marker) antibody overnight at 4°C in a roller mixer. Wash the membranes twice with TBS-T for 10 min at room temperature in a roller mixer. Incubate the membranes with a 5% (wt/vol) of skimmed milk in TBS-T, with an anti-mouse HRP antibody during 1h at RT in a roller mixer. Develop the membranes using the ECL prime Western blotting detection system according to manufacturer’s instruction.

Key Resources Table

Materials and Equipment

Reagent Setup

Alexa FlourTM 647 azide: Dilute 0.5 mg of Alexa FlourTM 647 azide with 58.1-mL DMSO. Freeze aliquots and store at –20°C for up to 1 year. Avoid freeze/thaw cycles. 50 mM Ammonium bicarbonate: Dissolve 39.6 mg of NH4HCO3 in 10 mL of LCMS grade water. 0.5 M Ascorbic acid: Dissolve 8.8 g L-ascorbic acid in 100-mL dH2O. Store in aliquots at −20°C for up to 1 year. 10 mM Biotin azide: Dissolve 1 mg Biotin Azide in 162,5 uL DMSO. Store in aliquots at −20°C for up to 1 year. 1 M CuSO: Dissolve 24.9 g copper(II) sulfate pentahydrate in 100 mL dH2O. Store at 4°C for up to 6 months. CuSO4 can cause skin, eye and respiratory irritation. Harmful for aquatic environment. Prepare the solution under a fume hood using gloves. 0.5 M EDTA (pH 8.0): Dissolve 186.1 g EDTA disodium salt dihydrate with 900 mL dH2O. Adjust pH with NaOH. Store at room temp for up to 6 months. This solution can cause eye irritation upon contact. 25 mM EdU: Dilute 50 mg of EdU in 7.9-mL PBS (pH 7.4). Dilution is achieved by heating at 37°C. Freeze aliquots and store at –20°C for up to 1 year. Avoid freeze/thaw cycles. Prepare the solution under a fume hood using gloves. Dilute the entire amount of EdU, and cover your face with a safety mask. 5% Formic acid: Mix 5% formic acid in LCMS-grade water. Store at 25°C for up to 1 month. Formic acid is highly corrosive to eyes, skin and the respiratory system. Prepare the solution under a fume hood using gloves. 5% Formic acid in 50% acetonitrile: Mix 5 % formic acid in a 1:1 mix of LC-MS-grade acetonitrile and water solution. Store at 25°C for up to 1 month Formic acid is highly corrosive to eyes, skin and the respiratory system. Prepare the solution under a fume hood using gloves. Acetonitrile is flammable and toxic. 16% Formaldehyde fixation solution (wt/vol): Dilute 0.17 g of Na2CO3 in 80-mL dH2O at 60°C. While stirring at 60°C, add 16 g of paraformaldehyde. Cover with aluminium foil and continue stirring at 60°C until clarification. Remove from heat, cool-down on ice and filter. Use immediately, or freeze aliquots at –80°C and store for up to 1 year. Avoid repeated freeze/thaw cycles. CRITICAL: Do not heat solution above 65°C. Paraformaldehyde breaks down above this temperature. 8% (wt/vol) Formaldehyde fixation solution: For 10 mL, dilute 5-mL formaldehyde fixation solution 16% (wt/vol) into 4 mL dH2O and 1 mL of 10×PBS (pH 6.7). Prepare fresh every time. Formaldehyde is toxic if swallowed, or upon contact to skin, eyes or respiratory system. Prepare the solution under a fume hood using gloves. To weight the paraformaldehyde, cover your nose with safety mask. 80% (vol/vol) Glycerol: Dilute glycerol to 80% (vol/vol) in dH2O. Store at 4°C for up to 1 month. 1.25 M Glycine: Dilute 9.4 g of glycine in 100-mL 1× PBS (pH 7.4). Store the solution at 4°C for up to 1 month. 1 M HEPES (pH 7.4): Dilute 238.3 g HEPES in 900 mL dH2O. Adjust the pH and bring the volume up to 1 L with dH2O. Store at 4°C for up to 6 months. 1 M KCl: Dissolve 74.55 g of KCl in 1 L of H2O. Store at 25°C for up to 1 year. 1 M MgCl: Dissolve 203.3 g of magnesium chloride hexahydrate in 1 L H2O. Store at 25°C for up to 1 month. 5 M NaCl: Dissolve 292.2 g NaCl in 1 L dH2O. Store at 25°C for up to 6 months. 10× PBS (pH 6.7): Dissolve 80 g NaCl, 2 g KCl, 2.4 g KH2PO4 and 14.4 g Na2HPO4·2H2O. Store at 4°C for up to 4 month. 1× PBS (pH 7.4): Dissolve 8 g NaCl, 0.2 g KCl, 0.24 g KH2PO4, and 1.44 g Na2HPO4·2H2O. Store at 4°C for up to 1 month. 25× Protease cocktail inhibitors (PIC): Dissolve one tablet of PIC in 2 mL dH2O. Store in aliquots at −20°C for up to 3 months. Avoid freeze/thaw cycles. Salmon-sperm DNA (ssDNA) stock solution: Dissolve 75 mg salmon sperm DNA with 1 mL dH2O. Sonicate for 10 minutes in a Bioruptor at 4°C at high intensity (30 seconds ON/30 seconds OFF). Prepare freshly every time. 10% (wt/vol) SDS: Dissolve 100 g SDS in 1 L dH2O. SDS is inflammable and toxic if swallowed, and causes skin, eye and respiratory irritation. Harmful for aquatic environment. Prepare the solution under a fume hood using gloves. To weigh the SDS, wear a safety mask. 10% (wt/vol) Sodium deoxycholate: Dissolve 10 g sodium deoxycholate in 100 mL dH2O. Store at 4°C for up to 6 months. Harmful if swallowed. Prepare the solution under a fume hood using gloves. 200 mM Sodium orthovanadate (NaVO): Dissolve 3.6 g Na3VO4 in 90-mL dH2O. Adjust the 200 mM stock solution to pH 10, at which point the solution should be yellow. Boil for 10 min to clarify. Cool to 25°C and readjust to pH 10. If required, repeat cycles of boiling and pH adjustment until the solution remains clear at pH 10. Store in aliquots at −20°C for up to 1 year. Harmful if swallowed and by skin contact. Prepare the solution under a fume hood using gloves. 1 M Sucrose: Dissolve 34.2 g sucrose in 80-mL dH2O at 40°C. Cool down and then bring the volume up to 100 mL with dH2O. Store at 4°C for up to 1 month. 1 μg/μL Trypsin: Dissolve 20 μg trypsin in 20 μL of ammonium bicarbonate (50 mM). Prepare fresh every time. 1 M Tris-HCl: Dissolve 121 g Trizma base in 900-mL dH2O. Adjust pH to 8.0 or to 7.4. Adjust the volume to 1 L using dH2O. Store at 4°C for up to 6 months. HCl is highly corrosive to the eyes, skin and the respiratory system. Prepare the solution under a fume hood using gloves. 0.1 M Tris-HCl: Dissolve 12.1 g Trizma base into 900 mL dH2O. Adjust to pH 8.8. Adjust the volume to 1 L using dH2O. Store at 4°C for up to 6 months. HCl is highly corrosive to the eyes, skin and the respiratory system. Prepare the solution under a fume hood using gloves. 10% (vol/vol) Triton X-100: Dilute Triton X-100 in dH2O. Store at 4°C for up to 6 month. Harmful in case of eye contact, ingestion or inhalation. Harmful for aquatic environment. 1 M β-Glycerol phosphate stock solution: Dissolve 30.6 g β-glycerol phosphate disodium salt pentahydrate in H2O, adjusting the volume to 100 mL. Store at 4°C for up to 1 month. Alkylation buffer: 18.5 mg of iodoacetamide in 2 mL of 0.1M Tris-HCl. Iodoacetamide is toxic. Blocking beads solution: 10 mg/mL ssDNA in PBS. Click reaction mix with Alexa-azide: 100 mM Tris-HCl (pH 8.0), 2 mM CuSO4, 0.01 mM Alexa FlourTM 647 azide and (added immediately before use) 100 mM ascorbic acid. CuSO4 is toxic by ingestion and causes skin and eye irritation. Click reaction mix with biotin-azide: 100 mM Tris-HCl (pH 8.0), 2 mM CuSO4, 0.2 mM biotin-azide and (added immediately before use) 100 mM L-ascorbic acid. Dilution buffer: 1% Triton X-100, 2 mM EDTA (pH 8), 150 mM NaCl, 20 mM Tris-HCl (pH 8), 20 mM β-glycerol phosphate, 2 mM sodium orthovanadate, 1× PIC and 5 mg/mL salmon-sperm DNA. Elution buffer: 2% SDS, 0.06 M Tris-HCl (pH 6.5) and 0.1 M DTT. Fragmentation buffer: 20 mM Tris-HCl (pH 7.4), 150 mM NaCl, 1 mM EDTA, 0.1% SDS, 0.5% sodium deoxycolate, 1% Triton X-100, 10 mM β-glycerol phosphate, 1 mM sodium orthovanadate and 1× PIC. High-salt washing buffer: 1% Triton X-100, 2 mM EDTA, 500 mM NaCl, 20 mM Tris-HCl (pH 8). PBS-PIC: Dissolve one PIC tablet in 50 mL PBS. Store at 4°C for up to 3 days. Permeabilization buffer: 10 mM HEPES pH 7.9, 10 mM KCl, 1.5 mM MgCl2, 0.34 M sucrose, 10% [v/v] glycerol, 1 mM DTT, 10 mM β-glycerol phosphate, 1 mM sodium orthovanadate, 1× PIC and 0.1% (vol/vol) Triton X-100. Prepare fresh every time. Reduction buffer: 15.4 mg DTT in 1 mL of 0.1 M Tris-HCl. 1× SDS-lysis buffer: For 1 mL, mix 0.5 mL 2× SDS-lysis buffer, 0.02 mL of 1 M β-glycerol phosphate, 0.01 mL of 200 mM sodium orthovanadate and 0.02 mL of 25× PIC; adjust the volume to 1 mL with dH2O and use immediately. 2× SDS-lysis buffer: For 100 mL, 5 mL of 1 M Tris-HCl (pH 7.4), 20 mL of 10% (wt/vol) SDS and 0.4 mL of 0.5 M EDTA; adjust the volume to 100 mL with dH2O. Keep the solution at 25°C for up to 6 months. Serum-containing ESC-media (SR-LIF): Mix knockout DMEM, 20% knockout serum replacement, 1% MEM non-essential amino acids, 1% glutamax, 1% HEPES and 0.1% 2-mercaptoethanol, supplemented with 1000 U/mL LIF. Keep the solution at 4°C for up to 2 weeks. Serum-free ESC-media (2iLIF): Mix DMEM/F12:Neurobasal 1:1, 0.5% N-2 supplement, 1% B-27 serum-free supplement, 0.1% 2-mercaptoethanol, 0.033% BSA V, 1% glutamax, 1% MEM non-essential amino acids and 1% penicillin-streptomycin. Supplement with 1 μM PD0325901, 3 mM CHIR99021 and 1000 U/mL LIF. Keep the solution at 4°C for up to 2 weeks. 2 M Urea-T: 1.2 g urea in 10 mL of 0.1 M Tris-HCl. Prepare fresh every time. 6 M Urea-T: 3.6 g urea in 10 mL of 0.1 M Tris-HCl. Prepare fresh every time. 8 M Urea-T: 4.8 urea in 10 mL of 0.1 M Tris-HCl. Prepare fresh every time. TBS-T buffer: 10 mM Tris-HCl (pH 7.5), 100 mM NaCl, 0.1% Tween 20. Store at 25°C for up to 1 month. 1× TE: 10 mM Tris-HCl (pH 7.5), 1 mM EDTA (pH 8.0). Store at 25°C for up to 1 month. Washing buffer: 1% Triton X-100, 2 mM EDTA, 150 mM NaCl and 20 mM Tris-HCl (pH 8). Prepare fresh every time.

LC-MS/MS Setup

This protocol uses an LC-MS/MS set up with a UPLC Proxeon EASY-nLC 1000 coupled to an LTQ Orbitrap Velos Pro mass spectrometer, though other LC-MS systems with similar capabilities can be used. We use a 25-cm reverse-phase chromatographic column with an inner diameter of 75 μm, packed with 1.9 μm C18 particles (Nikkyo Technos Co., Ltd. Japan) for peptide analysis. Chromatographic gradients start at 97% buffer A / 3% buffer B and increases to 65% buffer A / 35% buffer B over 120 min at a flow rate of 250 nL/min; buffer A is water + 0.1% formic acid (LCMS grade), and buffer B is acetonitrile + 0.1% formic acid (LCMS grade) (see Table 1).
Table 1

UPLC-MS Reverse Phase Chromatography Gradient

Time Interval (min)Gradient (% B)Flow Rate (nL/min)
03250
53250
12535250
12690250
14190250
Eluted peptides are directly introduced into the mass spectrometer by nano electro-spray ionization. The mass spectrometer is operated in DDA mode, and full MS scans with 1 microscan at a resolution of 60,000 are used over a mass range of m/z 350–2,000, with detection in the Orbitrap. Following each survey scan, the twenty most intense ions with multiple charged ions above a threshold ion count of 5,000 are selected for fragmentation at a normalized collision energy of 35%. Fragment ion spectra produced via collision-induced dissociation (CID) are acquired in the linear ion trap. Data are acquired with Xcalibur software v2.2 (see Table 2).
Table 2

LTQ Orbitrap Velos Pro Acquisition Method

ParameterValue
PolarityPositive

Full MS Scans

Mass analyserOrbitrap
Orbitrap resolution60,000
Scan range (m/z)350–2,000
Automatic Gain Control (AGC) target1 × 106
Microscans1

Dependent MS/MS Scans

Number of dependent scans20 (from most intense precursors)
Mass analyzerIon trap
Scan rateNormal
Mass rangeNormal
Automatic Gain Control (AGC) target1 × 104
Microscans1
Activation typeCollision-induced dissociation
Normalized collision energy (%)35
Charge exclusionExclude +1 charge state
Dynamic exclusion60 s
UPLC-MS Reverse Phase Chromatography Gradient CRITICAL: Instrument performance is assessed by acquiring a quality control (digested bovine serum albumin) after every sample injection. LTQ Orbitrap Velos Pro Acquisition Method

Step-by-Step Method Details

The main procedure is divided into seven steps (Figure 1).
Figure 1

Formaldehyde Cross-Link

Formaldehyde Cross-Link

EdU Labeling

TIMING: 1 day This step describes EdU incorporation into the genome of the cells. Prepare an intermediate dilution of EdU at 100 μM in ESC media from the EdU stock solution. This is a 1000× EdU solution for ESCs. Prepare the solution in the sterile tissue culture hood and use gloves. Change media from exponentially growing ESCs cultures that have been split one day in advance (2 x 105 cells/mL at initial concentration), by adding 25 mL (or the corresponding volume of media) of fresh media with or without 0.1-μM EdU. Incubate the cells for 20 h.

Cell Fixation and Permeabilization

TIMING: 1–1.5 h This step describes the chemical crosslinking of chromatin interacting molecules and permeabilization of cellular membrane. Add 1.5-mL formaldehyde fixation solution 16% (wt/vol) to the growing cells, by adding it directly to the media. Mix gently and then incubate for 10 min at 25°C. Note that the ESC media will turn slightly yellow (Figure 1). Add the solution under a fume hood and use gloves. Add 2.5-mL glycine solution (1.25 M) directly to the fixed cells to quench the formaldehyde. Mix gently and then incubate for 5 min at 25°C. Note that the ESC media will turn even more yellow (Figure 1). Discard the media from the dishes. Fixation solution is harmful for both researchers and the environment. Dispense the fixation solution in an appropriated recipient. Wash the attached cells three times with PBS 1× (pH 7.4). Add 8 mL of ice-cold PBS-PIC solution, harvest the cells with a cell lifter and collect the cells into a 15-mL polystyrene centrifuge tube. Add 4 mL of additional ice-cold PBS-PIC to the dish to recover the remaining cells. Pellet the cells by centrifugation in a swing-bucket rotor at 1,300g for 4 min at 4°C. Suspend the cells with 2-mL ice-cold PBS-PIC and count them. See Troubleshooting PAUSE POINT: The cell pellets can be stored at this point at –80°C up to 1 year. Dilute 2-4 × 107 cells with 5-mL permeabilization buffer. Incubate cells for 30 min at 4°C with gentle rotation. Collect the permeabilized cells by centrifugation in a swing-bucket rotor at 1,300g for 4 min at 4°C.

Click Reaction

TIMING: 60 min This step describes the copper-catalyzed azide-alkyne cyclo-addition with Biotin azide and EdU via a click reaction. Prepare the Click reaction mix with biotin azide. Wash the cells with 2-mL ice-cold PBS-PIC and then collect them by centrifugation in a swing-bucket rotor at 1,300g for 4 min at 4°C. Suspend the cells in 1-mL ice-cold PBS-PIC and transfer the suspension into a 1.5-mL Eppendorf tube. Place the Eppendorf tube on top of an opened 15-mL centrifuging tube, and collect the cells by centrifugation in a swing-bucket rotor at 1,300g for 4 min at 4°C. Suspend the cells in 1 mL of the Click reaction mix, and incubate them for 30 min-1h at 25°C with gentle rotation.

Sonication

TIMING: 1.5–2 h This step describes ultrasound-mediated cell lysis and chromatin shearing. Place the Eppendorf tube on top of an opened 15-mL centrifuging tube, and collect the cells by centrifugation in a swing-bucket rotor at 1,300g for 4 min at 4°C. Suspend the cells in 1-mL ice-cold PBS-PIC, and transfer the cell suspension to a 15-mL polystyrene centrifuge tube. Collect the cells by centrifugation in a swing-bucket rotor at 1,300g for 4 min at 4°C. Wash the cell pellet with 2-mL additional of ice-cold PBS-PIC, and collect the cells by centrifugation in a swing-bucket rotor at 1,300g for 4 min at 4°C. Suspend the cells in 4-mL fragmentation buffer and then incubate them 10–30 min on ice. Fragment the cells with a Bioruptor sonicator using 40 cycles of 30 seconds ON and 30 seconds OFF at high intensity. CRITICAL: Mix well the cell suspension right before the first sonication cycle. In order to maintain the temperature of the water bath, follow the manufacturer’s recommendation if your sonicator is not coupled to a refrigeration system. Transfer each sample into two 1.5-mL Eppendorf tubes, and centrifuge them at 15,000g for 10 min at 4°C in a tabletop centrifuge. Collect the cleared samples into a single 15-mL tube. CRITICAL: Chromatin fragmentation is critical for optimal streptavidin capturing. DNA fragmentation and EdU labelling must be monitored, as indicated in the section on Monitoring DNA Fragmentation before moving on to the next step. Note that the timing to monitor of DNA fragmentation is 1 day. PAUSE POINT: Fragmented samples can be stored at –80°C.

Streptavidin Affinity Purification and Elution

TIMING: 4.5–5 h This step describes genomic capture by streptavidin-biotin affinity purification, reverse cross-linking and chromatin elution from streptavidin beads. The beads must be pre-blocked in advance, as follows: CRITICAL: Do not let the beads dry. Pipette 0.5-mL streptavidin magnetic beads M280 into one 1.5-mL Eppendorf tube for each chromatin purification. Collect beads using the DynaMag™-2 Magnet for 1 minute. Discard the supernatant, and add 1-mL PBS 1× (pH 7.4). Repeat the previous washing step (Step 24). Add 1-mL PBS containing 10 mg/mL ssDNA. Incubate the samples for 1 h at 25°C with gentle agitation in a rotator. Collect the beads using the DynaMag™-2 Magnet. Discard the supernatant, and dilute them in 0.5-mL dilution buffer. The beads can be prepared 1 day in advance and stored at 4°C. Dilute the fragmented samples by adding four times the volume with dilution buffer, and add the blocked beads. Incubate samples for 2 h at 25°C with gentle agitation in a rotator. Aliquot suspension into 1.5-mL Eppendorf tubes, collect the beads with the DynaMag™-2 Magnet, and discard the flow-through. Collect the aliquoted beads from the same captured sample by pooling them with 1-mL washing buffer into a single 1.5-mL Eppendorf tube. Wash the beads twice by adding 1-mL washing buffer, mixing the tube upside-down, and collect the beads with the DynaMag™-2 Magnet. Repeat Step 33 once, only using 1-mL high-salt washing buffer. Repeat Step 33 once, only using 1-mL TE1× buffer. Suspend the beads in 200-μL TE1× buffer, and collect the beads with the DynaMag™-2 Magnet. Suspend the beads in 120-μL elution buffer. Boil the bead suspension for 20 min at 95°C. CRITICAL: After boiling for 10 min, mix the bead suspension by pipetting up and down five times. Collect the supernatant after precipitating the beads with the DynaMag™-2 Magnet. PAUSE POINT: Samples can be stored at –20°C for up to 1 year.

Sample Preparation for Mass Spectrometry

TIMING: 3 days This step describes protein digestion with endopeptidase Lys-C and trypsin, and sample clean-up for mass spectrometric analysis. Reduce the supernatants by adding 13-μL reduction buffer and incubating for 30 min at 60°C with constant agitation. Add 284-μL urea-T (8M) to reach a 5.5 M final concentration of urea. PAUSE POINT: Samples can be stored 12–16 h at 4°C and equilibrate at 25°C before the use. Pre-soak the 30-kDa centrifugal filters with 200-μL LCMS-grade water and centrifuge at 15,000g for 10 min. Repeat twice. CRITICAL: Do not let the membranes of the centrifugal filters dry out during this step or the upcoming washing steps. Add the reduced supernatant to the centrifugal filters. Add 100-μL 6M urea-T to the centrifugal filters and centrifuge at 15,000g for 10 min. Discard the flow-through. Repeat twice. Alkylate the samples by adding 100-μL alkylation buffer to the centrifugal filters, and agitate (600 rpm) in the dark at 25 °C for 30 min. Centrifuge the filters at 15,000g for 10 min, and discard the flow-through. Add 100-μL 2M urea-T to the centrifugal filters and centrifuge at 15,000g for 10 min. Discard the flow-through. Repeat twice. Add 50-μL 50 mM ammonium bicarbonate to the centrifugal filters. CRITICAL: Make sure the filter membrane is completely covered. Add 1-μL Lys-C (1 μg/μL)–TEAB (50 mM), mix for 1 min at 650 rpm, place the centrifugal filters into a recipient with high humidity and digest 12-16 h at 37°C. Add 1 μl of trypsin (1 μg/μL), mix for 1 min at 650 rpm, place the centrifugal filters into a recipient with high humidity and digest for 8 h at 37 °C. Elute the digested peptides in clean collecting tubes from the filters by centrifuging at 15,000g for 10 min. Keep the flow-through. Add 50-μL 50 mM ammonium bicarbonate to the filters and centrifuge at 15,000g for 10 min. Keep the flow-through in the same collector tubes. Stop the reaction by adding ∼20-μL 5% formic acid (final pH ∼2.5). Formic acid is highly corrosive to the eyes, skin and the respiratory system. Use a fume hood using gloves. Wash the UltraMicrospin C18 columns by adding 200-μL LCMS-grade methanol and centrifuge at 200g for 5 min. Use one C18 column per sample. Discard the flow-through. Repeat twice. Methanol is toxic and flammable. Equilibrate the C18 columns by adding 200-μL 5% formic acid and centrifuge at 200g for 5 min. Discard the flow-through. Repeat twice. Load the samples into the C18 columns and centrifuge at 200g for 5 min. Re-load the samples into the C18 columns (by adding the flow-through of the previous step into the C18 column). Centrifuge at 200g for 5 min. Discard the flow-through. Wash the C18 columns by adding 200-μL 5% formic acid, and centrifuge at 200g for 5 min. Use one C18 column per sample. Discard the flow-through. Repeat twice. Formic acid is highly corrosive to the eyes, skin and the respiratory system. Use a fume hood using gloves. Elute the peptides from the C18 columns by adding 200-μL 5% formic acid in 50% acetonitrile, and centrifuge at 200g for 5 min. Keep the flow-through. Repeat twice and combine the peptides of the previous elution. Evaporate the solvent to dryness with an acid-resistant centrifugal vacuum concentrator. PAUSE POINT: Samples can be stored at –20°C before analysis. Resuspend the samples in 10-μL 0.1% formic acid.

Mass Spectrometry Analysis

TIMING: 3-4 h This step describes sample data acquisition by LC-MS and computational analysis to identify bona fide chromatin-associated proteins. Analyse 4.5 μL of each sample in the LC-MS/MS system using the parameters described in Tables 1 and 2 from the Equipment setup section. Analyse the acquired MS data with the proteomics database search engine (e.g. Proteome Discoverer 1.4 with Mascot v2.5) using the parameters described in the table. Export the results in text format or as a spreadsheet to prepare the input tables for SAINT (Significance Analysis of INTeractome) analysis as described in the Experimental Setup section. Prepare the interaction.txt, prey.txt and bait.txt input files for SAINT analysis. Run the statistical assessment with SAINT analysis using the command: SAINTexpress-spc interaction.txt prey.txt bait.txt. Open the SAINT results file (list.txt) with a text editor or a spreadsheet software, and filter the list by BFDR <1% to retrieve the bona fide chromatin-associated proteins.

Expected Outcomes

The protocol described here enables the user to profile the chromatin composition in a simple and robust manner. Our iPOTD procedure is compatible with conventional ChIP analysis, thereby allowing follow-up analyses of the genomic occupancy to be performed to identify with the chromatin binders identified. In the supporting publication, we used this technology to profile the chromatin composition of ESCs. We characterized the one-carbon metabolic enzyme AHCY as a chromatin binder (Aranda et al., 2019). We have shown that the biochemical procedure to capture the chromatin can be used in adherent growing cells as well as in suspension, indicating that the iPOTD procedure can be applied efficiently to other cell types (Aranda et al., 2019).

Quantification and Statistical Analysis

The statistical evaluation of specific chromatin protein interactors is carried out using the SAINT software and, more specifically, using the SAINTexpress implementation (Choi et al., 2011, Teo et al., 2014). This analysis requires SAINTexpress-spc to be installed on a computer running Linux or Windows. Both the source code and pre-compiled binaries are available for download (at https://sourceforge.net/projects/saint-apms/files/). Other flavours of the SAINT software can be found at http://saint-apms.sourceforge.net/Main.html. To run the SAINT software, the user will need to prepare three input text files from the LC-MSMS identification results: the bait.txt, the prey.txt and the interaction.txt files. The bait.txt file should have three tab-separated columns as shown below (but without the header): IP name (your favourite name), bait name or equivalent, and the indicator for test and negative control purifications (T, test; C, negative control). The prey.txt file should contain three tab-separated columns as shown below (but without the header): i) prey (protein) accession; ii) prey protein length, indicated by the number of amino acids; and iii) a prey gene or protein name. The file should contain the information for all proteins identified in the experiment. The interaction.txt file should contain four tab-separated columns as shown below (but without the header): i) IP name, ii) bait name or equivalent, ii) prey accession and iv) total number of spectral counts per prey. The prey accession type should coincide with the first column of the prey file. Interactions with zero spectral counts should be removed from the file. In the Key Resources Table we provide the code from MS proteomics sample data-set used in (Aranda et al., 2019), which is deposited in the ProteomeXchange Consortium via the PRIDE partner repository with the data set identifier PXD011670

Limitations

The iPOTD methodology is in its essence a global chromatome surveyor method, which provides an average composition of the chromatome from a cell population. Yet, the experimental procedure is highly compatible with additional labelling approaches (e.g. immunostaining), thereby allowing iPOTD combination with fluorescence-activated cell sorter (FACS) analysis. For example, this would enable to profile the chromatin-bound proteome from metabolically distinct cells, or from cells in different phases of the cell cycle. As mentioned above, our methodology enables bulky chromatin to be analyzed. However, chromatin composition changes associated to a reduced portion of the genome (e.g. single locus), or re-localization of chromatin proteins, might not be detectable by analysing bulk chromatin. We have previously coupled antibody-based affinity purification (AP) techniques with EdU-labelled DNA purification methods to capture the interactome of a protein of interest within nascent chromatin (Aranda et al., 2014). Thus, combining iPOTD with AP (e.g. using antibodies against a histone modifications) could provide a powerful tool for unveiling chromatin-bound proteome of particular genomic regions, while avoiding sample contamination from antibodies. Our strategy relies on the incorporation of EdU during replication, which limits its use to proliferating cells. Yet, this can be however highly advantageous for purifying chromatin from specific sets of proliferating cells, as highly proliferative tumor cells or proliferating adult stem cells) within a mitotically inactive stroma or niche, thereby highlighting important regulators in cancer and stem cell biology.

Troubleshooting

Procedure

Cell recovery after fixation; Step 9

Problem

Fewer cells recovered from EdU-treated culture than expected.

Solution

Ensure that all cells have been lifted from the dish. If EdU incubation is toxic for cells, re-adjust EdU concentration and incubation time for your cells. Chromatin fragmentation; Step 20 Cell lysate is cloudy after sonication. Ensure that the proper volume of fragmentation buffer is used. Increase the sonication time. MS spectrometry data, Step 61 Low LC-MS/MS signal The presence of SDS in the sample can be reduced by increasing the washing steps at step 43. Check the quality control samples during equipment setup. Monitoring DNA fragmentation Low DNA recovery If DNA dilution is too high, reduce the volume of the elution buffer used or concentrate the material using a DNA vacuum concentrator. Monitoring DNA fragmentation Chromatin fragmentation gives DNA fragments larger than 500 bp. Increase the sonication time. Monitoring DNA labeling Low signal-to-noise ratio in the dot blot. Reduce the time of HRP-avidin incubation. Adjust EdU concentration and incubation time for your cells. Concentrate the material using a DNA vacuum concentrator. Monitoring chromatin capture Low signal-to-noise ratio in the dot blot Optimize the concentration and timing of incubation with the antibodies used. If the sample is too diluted, adjust the volume of the fragmentation buffer to increase the protein concentration. Monitoring chromatin capture Low H3 recovery after elution Increase the boiling time to effectively elute the chromatin sample from streptavidin beads. Monitoring chromatin capture High recovery of vinculin after elution. Increase the time for blocking the beads. Increase the stringency of washes. Ensure the proper dilution of the fragmented samples with the dilution buffer
Incubation Time:24 h48 h
EdU concentration (μM)00
0,020,02
0,10,1
0,50,5
22
55
DNA damage agent
REAGENT or RESOURCESOURCEIDENTIFIER
Antibodies

Anti-histone H3 antibodyAbcamCat# ab1791
Anti-vinculin antibodyMerckCat# V9131

Chemicals, Peptides, and Recombinant Proteins

2-MercaptoethanolThermo Fisher ScientificCat# 31350010
Alexa FluorTM 647 Azide, triethylammonium saltThermo Fisher ScientificCat# A10277
Acetonitrile LCMS gradeSigma-AldrichCat# 34967
Acetonitrile + 0.1% formic acid LCMS gradeFisher ChemicalCat# LS120-1
Ammonium bicarbonate, >99.5%Sigma-AldrichCat# 09830-500G
Avidin, HRP conjugateThermo Fisher ScientificCat# 434423
B27 supplement, serum-freeThermo Fisher ScientificCat# 17504044
Biotin azide (PEG4 carboxamide-6-azidohexanyl biotin)Thermo Fisher ScientificCat# B10184
Bovine serum albuminNew England biolabsCat# P8108S
Bovine albumin fraction V, BSA VThermo Fisher ScientificCat# 15260-037
β-Glycerol phosphate disodium salt pentahydrate, ≥98.0%MerckCat# 50020
CHIR99021SelleckCat# S1263-25mg
Copper(II) sulfate pentahydrateMerckCat# C8027
DMEM/F12Thermo Fisher ScientificCat# 11320074
Dimethyl sulfoxide, DMSOMerckCat# D2650
DTT, DL-dithiothreitol solution, BioUltra, for molecular biology, ∼1 M in H2OMerckCat# 43816
DTT, DL-dithiothreitol >99%Sigma-AldrichCat# D9163-25G
EDTA disodium salt dihydratePanReacCat# 131669
EdU, 5-ethynyl-2’-deoxyuridineThermo Fisher ScientificCat# A10044
EmbryoMax® 0.1% gelatin solutionMerckCat# ES-006
Formic acid >98%MerckCat# 1.00264.0100
GlutaMAX™ supplementThermo Fisher ScientificCat# 35050038
Glycerol, for molecular biology, ≥99%MerckCat# G5516
Glycine, BioUltra, for molecular biology, ≥99.0%MerckCat# 50046
HCl, 36.5–38.0%MerckCat# H1758
HEPES, BioPerformance certified, ≥99.5% (titration), cell culture testedMerckCat# H4034
HEPES buffer solutionThermo Fisher ScientificCat# 15630080
Iodoacetamide, >99%Sigma-AldrichCat# I1149-5G
KnockOut™ DMEMThermo Fisher ScientificCat# 10829018
KnockOut™ Serum ReplacementThermo Fisher ScientificCat# 10828028
L-Ascorbic acidMerckCat# A7506
LIF, ESGRO® Recombinant Mouse LIF ProteinMerckCat# ESG1107
Lysyl Endopeptidase, LysCWako ChemicalsCat# 129-02541
MEM Non-Essential Amino Acids SolutionThermo Fisher ScientificCat# 11140050
Methanol LCMS gradeSigma-AldrichCat# 14262-2L
Magnesium chloride hexahydrate, MgCl2MerckCat# M2670
N-2 supplementThermo Fisher ScientificCat# 17502048
Sodium orthovanadate, ≥90%; Na3VO4MerckCat# S6508
Sodium chloride, NaClMerckCat# 106404
NeurobasalThermo Fisher ScientificCat# 21103-049
Paraformaldehyde, reagent gradeMerckCat# P6148
PD0325901SelleckCat# S1036-5mg
Penicillin-streptomycinThermo Fisher ScientificCat# 15140122
PIC, cOmplete™, EDTA-free protease inhibitor cocktailMerckCat# 5056489001
Potassium chloride; KClMerckCat# 104936
Potassium phosphate monobasic, KH2PO4MerckCat# P5655
Sodium carbonate anhydrous, Na2CO3PanReacCat# A3900
Sodium phosphate dibasic dehydrate, Na2HPO4·2H2OMerckCat# 71643
Sodium dodecyl sulfate, ultrapure, SDSPanReacCat# A1112
Sodium deoxycholate ≥97%MerckCat# D6750
ssDNA, deoxyribonucleic acid, low molecular weight from salmon spermMerckCat# 31149
Sucrose, for molecular biology, ≥99.5%MerckCat# S0389
Sequencing-grade modified trypsinPromegaCat# V5111
Triton® X-100 for analysisMerckCat# 108603
Trizma® base, ≥99.9%, (titration), crystallineMerckCat# T4661
TWEEN® 20MerckCat# P1379
UreaSigma-AldrichCat# 17-1319-01
Water, LCMS gradeFisher ChemicalCat# 10434902
Water + 0.1% formic acid, LCMS gradeFisher ChemicalCat# LS118-212

Critical Commercial Assays

BCA Protein Assay KitThermo Fisher ScientificCat# 23225
ECL Prime Western blotting detection systemGE Healthcare Life SciencesCat# RPN2232
QIAquick PCR Purification KitQuiagenCat# 28104

Experimental Models: Cell Lines

Embryonic stem cells (ESCs), ES-E14TG2a, mouse (strain 129/Ola)European Collection of Authenticated Cell Cultures (ECACC)Cat# 8021401

Oligonucleotides

5-Biotinylated oligonucleotide (, 5’-CTCATAGCTCACGCTGTAGGTATCTCAGTTCGG-3’)MerckN/A

Software and Algorithms

Proteomics database search engine (Proteome Discoverer 1.4 and Mascot v2.5 or newer)N/AN/A
SAINT (Significance Analysis of INTeractome, SAINTexpress-spc)N/AN/A
LC-MSMS acquisition software (Xcalibur v2.2 or newer)N/AN/A

Deposited Data

DatasetPRIDE: PXD011670Accesion number or file name
Chromatome; EdU minus #1PRIDE: PXD011670141223_S_SALD_01_01_45pto.raw
Chromatome; EdU minus #2PRIDE: PXD011670141223_S_SALD_05_01_45pto.raw
Chromatome; EdU minus #3PRIDE: PXD011670141223_S_SALD_10_01_45pto.raw
Chromatome; EdU minus #4PRIDE: PXD011670141223_S_SALD_13_01_45pto.raw
Chromatome; EdU plus #1PRIDE: PXD011670141223_S_SALD_02_01_45pto.raw
Chromatome; EdU plus #2PRIDE: PXD011670141223_S_SALD_06_01_45pto.raw
Chromatome; EdU plus #3PRIDE: PXD011670141223_S_SALD_11_01_45pto.raw
Chromatome; EdU plus #4PRIDE: PXD011670150727_S_SALD_14_01_45pt.raw

Others

Acid-resistant centrifugal vacuum concentrator, CentriVap Benchtop with glass lidLabConcoCat# 7810036
BioruptorDiagenodeN/A
Cell lifter, 18-cmCorningCat# 3008
Dynabeads™ M-280 streptavidinThermo Fisher ScientificCat# 11205D
DynaMag™-2 MagnetThermo Fisher ScientificCat# 12321D
Eppendorf® Safe-Lock microcentrifuge tubes, 1.5 mLEppendorfCat# 0030120086
Eppendorf® Safe-Lock microcentrifuge tubes, 2-mLEppendorfCat# 0030120094
Eppendorf® Thermomixer CompactMerckN/A
Eppendorf™ 5424R MicrocentrifugesThermo Fisher ScientificCat# 5424R
Eppendorf™ 5810R CentrifugeThermo Fisher ScientificCat# 5810R
LC system for online LC-MS analysis, Easy Nano liquid chromatography instrument EASY-nLC 1000Thermo Fisher ScientificN/A
Microcon-30 kDa Centrifugal Filter Unit with Ultracel-30 membraneMerk MilliporeCat# MRCF0R030
MS system for online LC-MS analysis, LTQ Orbitrap Velos ProThermo Fisher ScientificN/A
NanoDrop 2000Thermo Fisher ScientificN/A
Nitrocellulose blotting membranes, pore size 0.2 μmGE Healthcare Life ScienceCat# 10600006
Nylon hybond -N+ membranesThermo Fisher ScientificCat# 45-000-850
Polypropylene centrifuge tube, 50 mLSarstedtCat# 62547004
Polystyrene centrifuge tube, 15 mLCorningCat# 352095
Roller mixerStuartN/A
RotatorStuartN/A
Standard equipment for mammalian cell cultureN/AN/A
StirrerStuartN/A
Stratagene Stratalinker 1800StratageneN/A
UltraMicrospin C18, 300 A silicaThe Nest Group Inc.Cat# SUM SS18V
ParameterValue
Variable modificationsOxidation (M)
Acetyl (protein N-terminal)
Fixed modificationsCarbamidomethyl (C)
EnzymeTrypsin
Maximum missed cleavages3
Precursor mass tolerance (MS1)7 ppm
Product ion mass tolerance (MS2)0.5 Da
FDR Control strategyDecoy database
FDR cut-off5% (peptide level)
IP NameBaitType
EXP1CHROMT
EXP2CHROMT
EXP3CHROMT
CTL1CHROMC
CTL2CHROMC
CTL3CHROMC
Prey AccessionLength (aa)Name
P50247432AHCY
P23198183CBX3
P20263352POU5F1
IP NameBaitPrey AccessionSpectral Counts
CTL1CHROMP502471
CTL1CHROMP231983
CTL1CHROMP202631
CTL2CHROMP502471
CTL2CHROMP231982
CTL2CHROMP202632
CTL3CHROMP502472
CTL3CHROMP231981
CTL3CHROMP202631
EXP1CHROMP5024717
EXP1CHROMP2319828
EXP1CHROMP2026315
EXP2CHROMP5024720
EXP2CHROMP2319827
EXP2CHROMP2026315
EXP3CHROMP5024719
EXP3CHROMP2319829
EXP3CHROMP2026314
  4 in total

1.  SAINT: probabilistic scoring of affinity purification-mass spectrometry data.

Authors:  Hyungwon Choi; Brett Larsen; Zhen-Yuan Lin; Ashton Breitkreutz; Dattatreya Mellacheruvu; Damian Fermin; Zhaohui S Qin; Mike Tyers; Anne-Claude Gingras; Alexey I Nesvizhskii
Journal:  Nat Methods       Date:  2010-12-05       Impact factor: 28.547

2.  Identification of a large protein network involved in epigenetic transmission in replicating DNA of embryonic stem cells.

Authors:  Sergi Aranda; Dorothea Rutishauser; Patrik Ernfors
Journal:  Nucleic Acids Res       Date:  2014-05-22       Impact factor: 16.971

3.  Chromatin capture links the metabolic enzyme AHCY to stem cell proliferation.

Authors:  Sergi Aranda; Anna Alcaine-Colet; Enrique Blanco; Eva Borràs; Claire Caillot; Eduard Sabidó; Luciano Di Croce
Journal:  Sci Adv       Date:  2019-03-06       Impact factor: 14.136

4.  SAINTexpress: improvements and additional features in Significance Analysis of INTeractome software.

Authors:  Guoci Teo; Guomin Liu; Jianping Zhang; Alexey I Nesvizhskii; Anne-Claude Gingras; Hyungwon Choi
Journal:  J Proteomics       Date:  2013-10-26       Impact factor: 4.044

  4 in total

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