Literature DB >> 34308377

FACS-based isolation of fixed mouse neuronal nuclei for ATAC-seq and Hi-C.

Ekaterina Eremenko1,2, Anastasia Golova3, Daniel Stein1,2, Monica Einav1,2, Ekaterina Khrameeva3, Debra Toiber1,2.   

Abstract

The organization of chromatin structure plays a crucial role in gene expression, DNA replication, and repair. Chromatin alterations influence gene expression, and modifications could be associated with genomic instability in the cells during aging or diseases. Here, we provide a modified protocol to isolate fixed neuronal nuclei from a single mouse cortex to investigate the spatial organization of chromatin structure on a genome-wide scale by ATAC-seq (the assay for transposase-accessible chromatin with high-throughput sequencing) and chromatin conformation by Hi-C (high-throughput chromosome conformation capture).
© 2021 The Author(s).

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Keywords:  Cell Biology; Cell separation/fractionation; Flow Cytometry/Mass Cytometry; Genomics; Neuroscience

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Substances:

Year:  2021        PMID: 34308377      PMCID: PMC8283150          DOI: 10.1016/j.xpro.2021.100643

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


Before you begin

The Assay for Transposase-Accessible Chromatin with high-throughput sequencing (ATAC-seq) method is based on the construction of a next-generation sequencing library using the transposase Tn5 (Buenrostro et al., 2013; Chen et al., 2016). The transposase enables the generation of the ATAC-seq library by simultaneous fragmentation of chromatin and integrating specific adapters into open chromatin regions. Genomic regions with accessible or open chromatin can be sequenced by next-generation sequencing and analyzed using bioinformatics tools. Most of the current epigenetic approaches allow profiling of chromatin landscapes from naive nuclei (Buenrostro et al., 2013, Buenrostro et al., 2015). Fixation and mechanical homogenization of the tissue tend to reduce the quality of the data. Here, we present an ATAC-seq method capable of generating high-quality chromatin organization and accessibility data from formaldehyde-fixed nuclei. The protocol includes several steps, such as extraction of the mouse cortical nuclei in low sucrose buffer and centrifugation in gradient iodixanol solutions, and immunolabeling and sorting of NeuN-positive nuclei for further analysis of chromatin structure (Hempel et al., 2007; Marion-Poll et al., 2014; Javier Rubio et al., 2014; Policicchio et al., 2020). Hi-C (high-throughput chromosome conformation capture) is a method to study 3-D genome structure and gene regulation, which facilitates the understanding of the correlation between chromatin organization and gene expression (Rao et al., 2014). Fixation is a critical step to preserve nuclear and cellular architecture. In Hi-C, DNA-protein complexes are fixed with formaldehyde, causing interacting loci to be bound to one another with covalent DNA-protein cross-links. Our modifications allow us to use a reduced amount of starting material, compared to the original paper (Belaghzal et al., 2017). Moreover, we optimized the current protocol for ATAC-seq and Hi-C for a single mouse cortex. We recommend that you conduct nuclei isolation, sorting and several first steps of ATAC-seq and Hi-C in one day in order not to freeze nuclei (steps 28–31 for ATAC-seq and 52–69 for Hi-C). Then, continue experiments in parallel. The minimum is 4 days to finish library preparation. Of course, you can distribute all steps as it is convenient for you.

Key resources table

“The list of materials described in the key resources table are the ones tested in our laboratory. Equivalent chemicals, plastic and equipment from different suppliers may be suitable and should be tested by the users.

Step-by-step method details

Timing: 2 h 30 min for 1 mouse Isolation of nuclei from the mouse brain cortex (10 months old, C57/BL/6J) (Figure 1)
Figure 1

Schematic illustration of the preparation of cortical nuclei for ATAC-seq and Hi-C methods

This protocol describes the procedure for 1 mouse. Increase time by the number of mice to be processed. Mouse is sacrificed with isoflurane and perfused with cold PBS. Cortex is isolated on the ice We do not recommend keeping the isolated cortex more than 10–15 min on ice. Homogenize cortical tissue in 500 ul of ice-cold low sucrose buffer using Dounce homogenizer 10–15 times on ice. Low sucrose buffer Store at 4°C, and do not store more than 2 weeks. Measure the volume of homogenate and add the same amount of low sucrose buffer with 2% formaldehyde (to get in the end 1% formaldehyde low sucrose buffer). Mix well and leave for 10 min at 22°C temperature. CRITICAL: Fixation time must be the same for all samples. CAUTION: Working with fixation solutions should be done in a chemical hood. Add glycine to homogenate to get 0.2M glycine solution, mix gently and incubate for 10 min at 22°C temperature to quench the crosslinking reaction. In the case of multiple samples, it is important to keep them on ice after this step until the next one. Centrifuge the samples for 5 min at 2000 g at 4°C, discard the supernatant. Resuspend the pellet in 3 mL of low sucrose buffer with PIC. Homogenate each sample with the mechanical homogenizer (rotor/stator) at 15 rpm 4 times. Each time is about 6 s. Centrifuge the samples for 5 min at 2000 g at 4°C, discard the supernatant. Prepare iodixanol gradient to isolate nuclei. Iodixanol solution (5V Optiprep 60% iodixanol + 1V of dilution solution) Dilution solution: Store at 4°C, and do not store more than 1 month. Resuspension solution: Store at 4°C, and do not store more than 2 weeks. Prepare two gradient solutions: 22% and 43% iodixanol solutions by diluting iodixanol solution with a resuspension buffer. Keep on ice. Resuspend pellet from step 8 in 2 mL of 22% iodixanol solution and prepare a gradient. Place in a 15 mL tube 1 mL of 43% iodixanol solution, then carefully add a layer of 1 mL of 22% iodixanol solution, on top add 2 mL of tissue homogenate in 22% iodixanol solution. Centrifuge at 2600 g for 40 min at 4°C on the bucket centrifuge. CRITICAL: Usage of a bucket centrifuge is necessary You can increase the time of centrifugation if needed. Collect the nuclei interphase between 43% iodixanol solution and other layers. Dilute the nuclei interphase fraction with resuspension solution with 1% BSA (1:2) Centrifuge at 3200 g for 10 min at 4°C, discard the supernatant. Wash the pellet once with 1 mL of resuspension solution with 1% BSA Centrifuge at 3200 g for 5 min at 4°C. Schematic illustration of the preparation of cortical nuclei for ATAC-seq and Hi-C methods

FACS staining for sorting

Timing: 1 h15 min for 1 mouse Discard the liquid and resuspend the pellet in 200 μL PBST with 5% BSA and 3% goat serum. CRITICAL: Take out 10 μL of pellet and dilute it in PBST with 5% BSA up to 500 μL. Use it for the non-stained control for FACS. Pause point: Fixed nuclei can be stored at 4°C for up to 48 h. Add 4 μL of NeuN-PE antibody to 190 μL of resuspended pellet and incubate for 30 min on ice. Centrifuge at 3200 g for 5 min at 4°C, discard the supernatant. Resuspend the pellet in 200 μL PBST with 5% BSA. Centrifuge at 3200 g for 5 min at 4°C, discard the supernatant. Resuspend the pellet in 1 mL of PBST with 5% BSA

Sorting of immunolabeled nuclei

Timing: 45 min for 1 mouse Transfer the solution to Falcon™ Round-Bottom Polystyrene Test Tubes through Cell Strainer Snap Cap to filter the nuclei (35-μm cell strainer) CRITICAL: Clumps and debris can clog the instrument fluidics Perform the fluorescence-activated sorting of fixed nuclei (Figure 2)
Figure 2

Representative gating strategy

Nuclei were immunostained with an antibody specific to NeuN, a nuclear membrane protein, filtered through a 35-μm cell strainer and sorted on a BD Biosciences FacsAria flow sorter. The right panels illustrate NeuN negative and positive populations. Positive NeuN-PE populations were used for downstream applications.

Representative gating strategy Nuclei were immunostained with an antibody specific to NeuN, a nuclear membrane protein, filtered through a 35-μm cell strainer and sorted on a BD Biosciences FacsAria flow sorter. The right panels illustrate NeuN negative and positive populations. Positive NeuN-PE populations were used for downstream applications. We recommend using 70 μm nozzle for sorting of nuclei Collect the NeuN - positive population of nuclei (Figure 2) After FACS, the solution with nuclei was centrifuged for 10 min at 3200 g and 4°C. The pellet of fixed nuclei was resuspended in 50 ul of ultra-pure water. The pellet contained 1,3–1,5 m of neuron nuclei. The cell pellet was kept on ice.

ATAC-seq on the fixed nuclei

Timing: ~8 h Increase time by the number of mice to be processed. Collected nuclei were used for downstream applications such as ATAC-seq (Figure 3).
Figure 3

Schematic illustration of the ATAC-seq method

Tn5 transposase cuts the open chromatin and tags the adapters to it to generate DNA fragments. The chromatin is fragmented and tagged with sequencing adapters using the Tn5 transposase to generate the ATAC-Seq library.

100,000 nuclei were collected from the pellet (step 27) for the transposition reaction. The number of nuclei might be reduced to 50,000. Transposition reaction mix Resuspend the pellet in the transposition reaction mix. Incubate the transposition reaction at 37°C for 30 min with shaking (1400 rpm). Add the equal volume of 2× reverse-crosslinked solution (up to 1×: 50 mM Tris-HCl pH8.0, 1mM EDTA, 0.1% SDS, 0.2 M NaCl, 2 μL Proteinase K). CRITICAL: Since we perform ATAC-seq on fixed nuclei it’s crucial to do this step. It helps to achieve a good quality of ATAC-seq library. Incubate the mixture at 65°C without shaking for 4–5 h. Pause point: This might be done for 16–18 h. Purify the transposed DNA using PCR Purification kit (we used NucleoSpin Gel and PCR Clean-up kit, Macherey-Nagel) and elute in 10 μL of 10 mM Tris-HCl pH 8.0. Amplify the transposed DNA fragments: Amplification of transposed DNA fragments Thermal cycle as follows: Perform qPCR to choose an additional number of cycles. Amplify the rest of the previously PCR-amplified DNA with the additional number of cycles you chose. We used 7 additional cycles. Check the library size by electrophoresis or other suitable methods. After PCR, we purified DNA using AMPure XP beads and selected fragments with up to 1 kb length for sequencing. Add 0.5 volumes of AMPureXP beads to the solution. Mix thoroughly by pipetting. Incubate for 10 min at 22°C. Mix from time to time. Separate the beads on a magnet for 2–3 min. Transfer the solution to a new tube. Add 1.3 volumes of AMPureXP beads to the solution. Mix thoroughly by pipetting. Incubate for 10 min at 22°C. Mix from time to time. Place the tube on a magnet for 2–3 min, discard the solution. Add 3 volumes of fresh 75% ethanol, wash the beads on the magnet. Discard the solution. Repeat this step again. Separate the beads on the magnet, discard the solution. Leave the beads on the magnet for 5–10 min to air-dry the beads from the ethanol. Remove the tube from the magnet. Add 10 μL of 10 mM Tris-HCl pH 8.0 to the beads to elute the DNA. Mix gently by pipetting. The volume of 10 mM Tris-HCl pH 8.0 depends on the volume of the initial sample and your needs, but the minimum is 10 μL. Incubate for 10 min at 22°C. Place the tube on the magnet for 2–3 min. Transfer the solution to a fresh tube. Schematic illustration of the ATAC-seq method Tn5 transposase cuts the open chromatin and tags the adapters to it to generate DNA fragments. The chromatin is fragmented and tagged with sequencing adapters using the Tn5 transposase to generate the ATAC-Seq library.

Hi-C

Timing: ~4 days Collected nuclei were used for downstream applications such as Hi-C (Figure 4). Hi-C was performed as previously described (Belaghzal et al., 2017) with minor modifications.
Figure 4

Schematic illustration of the Hi-C method

About 1,2–1,4 million of fixed neuron nuclei were collected from step 3. Add 11 μL of 10× DpnII buffer (up to 1.1×), 1,5 μL of 20% SDS (0,3% final) and ultra-pure water up to 100 μL total. Resuspend carefully. Incubate 1 h at 37°C with shaking 1400 rpm. Add 27 μL of 20% Triton-X100 (1,8% final) and 173 μL 1.1× DpnII buffer (300 μL total). Incubate 1 h at 37°C with shaking 1400 rpm. Take 15 μL of mixture for integrity control and place it at 4°C until step 7 CRITICAL: Integrity control is important to check stability of DNA before restriction. For DpnII restriction, add 4 μL (200 U) of DpnII, resuspend gently. Incubate 3–4 h at 37°C with shaking 1400 rpm. Incubation could be performed for 16–18 h Incubate 20 min at 65°C to inactivate DpnII. Take 15 μL of mixture for digestion control and place it at 4°C until step 7 CRITICAL: Digestion control is important and the effectiveness of restriction can impact the quality of the library. Centrifuge at 3200 g for 10 min at 20°C, discard the supernatant. Resuspend the pellet in 100 μL of 1× NEB2 buffer. Prepare the mixture for the biotinylation of DNA ends: Add 20 μL of the mixture to the 100 μL of sample and incubate 1.5 h at 37°C with shaking 1000 rpm. Centrifuge at 3200 g for 10 min at 20°C, discard the supernatant. For blunt-end ligation, add 196.5 μL of 1× T4 ligase buffer, 1 μL BSA, 2.5 μL (1000 U) of T4 ligase (NEB). Incubate at 20°C during 16–18 h with shaking 1400 rpm We recommend performing ligation for 16–18 h, but it’s possible to do it for 5–6 h. Reverse-crosslinking. Add 4 μL of Proteinase K and 10 μL 20% SDS to the samples. Add 2 μL of Proteinase K, 10 μL 20% SDS and 185 μL of 10 mM Tris-HCl pH 8.0 to the integrity and digestion controls. Incubate all the samples and controls at 65°C without shaking for 4–5 h. Pause point: Incubation could be performed for 16–18 h. Cool down the samples at 20°C. Add PBS up to 300 μL. DNA purification. Add 1 volume (300 μL) of the mixture phenol:chloroform (1:1) to the samples, mix well. Centrifuge for 10 min at 20°C at the maximum speed. Transfer the aqueous phase to a new tube. Add 1 volume (300 μL) of the chloroform to the aqueous phase of each sample, mix thoroughly. Centrifuge for 10 min at 20°C at the maximum speed. Transfer the aqueous phase to a new tube. Add 1/9 of the aqueous phase volume (33.3 μL) of 3M sodium acetate solution (pH 5.0), 2 μL of glycogen (20 mg/mL), and 750 μL (2.5V) of 96% ethanol to the samples, mix well. Centrifuge for 15 min at the 4°C and maximum speed. Discard the supernatant. Add 500 μL of cold 75% ethanol to wash the pellet. Centrifuge for 15 min at the 4°C and maximum speed. Discard the supernatant. Air-dry the pellets. Dissolve the samples in 51 μL of 10 mM Tris-HCl pH 8.0 and controls in 20 μL of 10 mM Tris-HCl pH 8.0. Use 1 μL of each sample and 10 μL of each control to run 0.8% agarose gel. Check the quality of integrity control, restriction, and ligation. Removal of biotin from un-ligated ends. Schematic illustration of the Hi-C method Prepare the mixture: Incubate at 20°C for 4 h. Incubate at 75°C for 20 min to inactivate the enzyme. Cool down the samples and keep at 4°C. It is possible to perform steps 89–91 in a PCR machine for 16–18 h. Pause point: Samples might be kept at 4°C for 16–18 h. DNA sonication. Add 150 μL of 2× Sonication buffer and 85 μL of ultra-pure water (300 total). Sonication buffer 2×: Store at 4°C, and do not store more than 2 weeks. Shear DNA to a size up to 1000 bp. Chromatin was solubilized by sonication for 20 cycles on the Diagenode Bioruptor with the following settings: high (H) power output, 30 s ON/30 s OFF pulses, +4°C water bath, no floating ice. CRITICAL: It is important to use special Bioruptor tubes After sonication, transfer each sample to a 30-kDa Amicon Column and add 150 μL of 10 mM Tris-HCl pH 8.0 (450 μL total). Centrifuge for 5 min at 4°C and maximum speed. Discard the flow-through. Add 450 μL of 10 mM Tris-HCl pH 8.0 to the column. Centrifuge for 5 min at 4°C and maximum speed. Transfer the solution from the column to a new tube, measure the volume. Add 10 mM Tris-HCl pH 8.0 up to 50 μL. Add 100 μL (2 volumes) of AmpureXP beads to the solution. Mix thoroughly by pipetting. Incubate for 10 min at 22°C. Mix from time to time. Place the tube on a magnet for 2–3 min, then discard the solution. Add 150 μL (3 volumes) of fresh 75% ethanol, wash the beads on the magnet. Discard the solution. Repeat this step again. Separate the beads on the magnet, discard the solution. Leave the beads on the magnet for 5–10 min to air-dry the beads from the ethanol. Remove the tube from the magnet. Add 50 μL of 10 mM Tris-HCl pH 8.0 to the beads to elute the DNA. Mix gently by pipetting. Incubate for 10 min at 22°C. Place the tube on the magnet for 2–3 min. Transfer the solution to a fresh tube. Prepare the mixture for end repair: Incubate for 30 min at 20°C, then for 20 min at 75°C to deactivate the enzymes. Keep at 4°C until the next step. The incubations 110–111 might be performed in a PCR machine. Pause point: Samples might be kept at 4°C for 16–18 h. Biotin pull-down with streptavidin-coated beads CRITICAL: All the remaining steps must be done in DNA low-binding tubes using low-binding tips. Vortex the MyOne Streptavidin C1 beads and transfer 4 μL of bead solution to a low-binding tube. Resuspend the beads in 100 μL of Tween washing buffer (TWB) and incubate for 3 min at 20°C with shaking 900 rpm. Tween washing buffer (TWB) Store at 4°C, and do not store more than 2 weeks. Separate the beads on the magnet, discard the supernatant. Resuspend the beads in 100 μL of TWB. Separate the beads on the magnet, discard the supernatant. Resuspend the beads in 100 μL of 2× Binding buffer (BB). 2× Binding buffer (BB): Store at 4°C, and do not store more than 2 weeks. Add to the sample from step 111 (70 μL) 30 ul of TLE Buffer to 100 μL total. TLE Buffer pH 8.0: Store at 4°C, and do not store more than 2 weeks. Mix the DNA sample (100 μL) and the beads in 2×BB from step 118 (100 μL). Incubate for 15 min in a shaker (1200 rpm). Separate the beads on the magnet, discard the supernatant. Resuspend the beads in 100 μL of 1× BB. Separate the beads on the magnet, discard the supernatant. Resuspend the beads in 100 μL of 1× TLE pH 8.0. Separate the beads on the magnet, discard the supernatant. Resuspend the beads in 25 μL of 1× TLE pH 8.0. Prepare the mixture for A-tailing Incubate for 30 min at 20°C, then for 20 min at 65°C to deactivate the enzyme. Keep at 4°C until the next step. The incubations might be performed in a PCR machine. Pause point: Samples might be kept at 4°C for 16–18 h. Separate the beads on the magnet, discard the supernatant. Resuspend the beads in 70 μL of 1× T4 ligation buffer. Separate the beads on the magnet, discard the supernatant. Resuspend the beads in the ligation mixture: 25 μL of 1.1× Quick ligase buffer +1 μL of Quick T4 ligase. Add 2.5 μL of 15 uM Illumina TruSeq adapter. Adapters preparation CRITICAL: This step must be done in advance. It is possible to use Illumina kit adapters Prepare a mixture: Set the settings of PCR machine to perform the annealing procedure as follows: ramp at 0.5°C/s from 25°C to 97.5°C hold at 97.5°C for 2.5 min drop at 0.5°C/s from 97.5°C to 4°C keep at 4°C CRITICAL: Keep adapters at −20°C. Incubate for 2 h at 20°C. Incubate for 2 h at 20°C. Separate the beads on the magnet, discard the supernatant. Add 100 ul of TWB to the beads, mix carefully by pipetting. Incubate for 5 min at 20°C. Separate the beads on the magnet, discard the supernatant. Repeat 139–141 steps again. Resuspend the beads in 100 μL of 1× BB (Binding buffer). Separate the beads on the magnet, discard the supernatant. Resuspend the beads in 100 μL of 1× NEBuffer 2.1. Separate the beads on the magnet, discard the supernatant. Repeat 143–144 steps again. Resuspend the beads in 20 μL of 10 mM Tris-HCl pH 8.0 and transfer them to a new tube. Incubate the beads solution at 98°C for 10 min to remove the DNA from the beads. The incubation might be performed in a PCR machine. In that case, set the program: 98°C–10 min followed by 4°C - ∞. CRITICAL: This step helps separate beads and leave just DNA in the solution. It's critical because beads prevent fluorescence during Real-Time PCR Place the tube on the magnet to separate the beads. Transfer the supernatant (DNA solution) to a new tube. Set up the Real-Time PCR to determine the optimal cycle for final amplification. The thermal cycle as follows: The optimal cycle is about ⅓ of the maximum fluorescence intensity. We chose 7 cycles. Perform the PCR reactions on the remaining DNA template with the chosen number of cycles and the same conditions. We performed 3 reactions with 5 μL of DNA template for each one. Pull 3 PCR reactions for each sample together. To remove primer dimers, purify the amplified Hi-C library using AMPure XP beads. Allow the AMPure mixture to come to 20°C and mix well before use. Add 270 μL (1.8 volumes) of AMPureXP beads to the solution. Mix thoroughly by pipetting. Incubate for 10 min at 20°C. Mix from time to time. Place the tube on a magnet for 2–3 min, discard the solution. Add 450 μL (3 volumes) of fresh 75% ethanol, wash the beads on the magnet. Discard the solution. Repeat this step again. Separate the beads on the magnet, discard the solution. Leave the beads on the magnet for 5–10 min to air-dry the beads from the ethanol. Remove the tube from the magnet. Add 30 μL of 10 mM Tris-HCl pH 8.0 to the beads to elute the DNA. Mix gently by pipetting. Incubate for 10 min at 20°C. Place the tube on the magnet for 2–3 min. Transfer the solution to a fresh tube. Quantify the amount of DNA in the Hi-C library fluorometrically with a Qubit dsDNA Broad Range kit according to the manufacturer's instructions. Take 1 μL of samples to check the quality running 1% agarose gel.

Expected outcomes

The protocol describes how to prepare both Hi-C and ATAC-seq libraries from fixed cortex tissue. The quality control of our libraries was performed by the GENEWIZ company. Figure 5 represents the library size distribution for ATAC-seq (A) and Hi-C (B). The ATAC-seq fragment size distribution has an expected profile. The first peak corresponds to the nucleosome-free library fragments, the second peak - mono-nucleosome fragments, the third peak - di-nucleosome fragments, the last peak - tri-nucleosome fragments. The average size of the ATAC-seq library fragments and Hi-C library is 497 bp and 557 bp, respectively.
Figure 5

Size distribution of ATAC-seq and Hi-C libraries fragments

The average size for each library is indicated by a red dashed line (A, ATAC-seq library; B, Hi-C library). Peaks at 25 bp and 1500 bp are internal standards used for quantification determination with the High Sensitivity D1000 ScreenTape®.

Size distribution of ATAC-seq and Hi-C libraries fragments The average size for each library is indicated by a red dashed line (A, ATAC-seq library; B, Hi-C library). Peaks at 25 bp and 1500 bp are internal standards used for quantification determination with the High Sensitivity D1000 ScreenTape®. ATACseq libraries were deep sequenced on the Illumina HiSeq by GENEWIZ (USA; www.GENEWIZ.com), resulting in 29–40 million 150-nt paired-end reads per sample. Sequencing reads were processed with the ATAC-seq nextflow pipeline (https://nf-co.re/atacseq) (Ewels et al., 2020) with default parameters, except for the peak calling option. The peaks were calculated by MACS2 (Zhang et al., 2008) with a narrow peak option and an initial threshold q-value of 0.05 as the cut-off. Reads were aligned on mm10 genome assembly. The number of mapped reads as well as the number of mitochondrial reads for each replicate is indicated in the Table 1 below. As expected, the number of mitochondrial reads is low (0.48%–0.86%).
Table 1

Number of reads for ATAC-seq

SampleNumber of read pairs
Number of reads
RawUniqueMitochondrial
sample 14021698127164935191354
sample 22909989620843446251066
Number of reads for ATAC-seq The distribution of fragment sizes was plotted with Picard (CollectInsertSizeMetrics) inside the nf-core ATAC-seq pipeline (Figure 6). The fragment size distribution plot indicates a good quality of ATAC-seq data. The first peak corresponds to the nucleosome free region, the second – mononucleosome.
Figure 6

Representable images of ATAC-seq and Hi-C analysis

(A) Insert size metrics of ATAC-seq data.

(B) ATAC-seq overage profile across 1726 kb region on chromosome 9.

(C) An example of Hi-C map for two 10-months-old C57/BL6 mice of 10 Mb region for chromosome 9 with 50 kb resolution

Representable images of ATAC-seq and Hi-C analysis (A) Insert size metrics of ATAC-seq data. (B) ATAC-seq overage profile across 1726 kb region on chromosome 9. (C) An example of Hi-C map for two 10-months-old C57/BL6 mice of 10 Mb region for chromosome 9 with 50 kb resolution Hi-C libraries were deep sequenced on the Illumina NovaSeq by GENEWIZ (USA; www.GENEWIZ.com), resulting in 230.8–234.3 million 150-nt paired-end reads per sample. Sequencing reads were processed with the distiller-nf pipeline (https://github.com/open2c/distiller-nf). Reads were mapped on mm10 genome assembly with the default settings and with an option MAPQ30 filter. The number of uniquely mapped reads is indicated in the Table 2 below.
Table 2

Number of paired reads for Hi-C samples

SampleRaw readsUnique read pairs
sample 1230844274114504926
sample 2234327179111373059
Number of paired reads for Hi-C samples

Limitations

Materials: In our protocol, we do not recommend substituting some reagents by other providers such asQubit ds; DNA BR Assay Kit; MyOne Strepavidin C1 beads; AMPure XP beads, Illumina Target DNA TDE1 Enzyme and Buffer Small kit, OptiPrep™ Density Gradient Medium. Isolation of Nuclei and FACS Compared to whole cells, nuclei are generally more fragile and the possible loss of nuclei during the isolation procedure can be expected. Moreover, sorting also could be limited due to the number of samples to be processed in a short period of time.

Troubleshooting

Problem 1

The poor yield of nuclei after the iodixanol gradient (Isolation of nuclei from mice cortices) (step 12)

Potential solution

Make sure that the homogenate before the iodixanol gradient step does not contain any pieces of tissue. After the iodixanol gradient, take an interphase with nuclei carefully. The pipette tip position must be adjusted with the layer to maximize nuclei collection.

Problem 2

No interphase with nuclei observed after the iodixanol gradient (Isolation of nuclei from mice cortices) (step 12) Carefully add the layer of nuclei on top of the gradient. For this step it is crucial to use a bucket rotor centrifuge instead of a fixed-angle rotor centrifuge.

Problem 3

Over-transposition or incomplete transposition (ATAC-seq) (step 28) Optimization of nuclei number for transposition step is critical and directly impacts the library quality. We recommend calibrating the number of nuclei for your experiments. Using a large number of nuclei can result in incomplete transposition and bigger DNA fragments, while using a tiny number of nuclei can lead to over-transposition.

Problem 4

ATAC-seq fragment length distribution is small, around 200–300 bp (ATAC-seq) (step 29) Optimization of the incubation time with transposase is required. In most cases it indicates that the transposase concentration is too high compared to nuclei number. It can rarely happen in case of sample contamination. We recommend performing the sorting of nuclei in sterile conditions.

Problem 5

ATAC-seq fragment size plot does not have appropriate peaks (mono-, di-nucleosome) (ATAC-seq) (step 30) Optimization of reverse-crosslinking reaction is required. Increasing the incubation time with proteinase K could be recommended.

Problem 6

Presence of high molecular DNA bands after the restriction step (Hi-C) (step 60) Increasing the time of restriction could be required for this step. Also, this problem can occur if the permeabilization of nuclei was not complete. It could be useful to check the permeabilization of nuclei by a fluorescent microscope.

Problem 7

No signal or no amplification of Hi-C libraries by the real time PCR (Hi-C) (step 149) This problem can occur if Streptavidin-coated beads are present in the solution. Remove streptavidin-coated beads from DNA by heating (Hi-C).

Resource availability

Lead contact

Further information and requests for resources and reagents should be directed to and will be fulfilled by lead contact Debra Toiber (toiber@bgu.ac.il)

Materials availability

This study did not generate new unique reagents.

Data and code availability

This study did not generate any datasets. Codes used for quantification in this study are available at nf-core: https://nf-co.re/atacseq, Zenodo: https://doi.org/10.5281/zenodo.3350926, GitHub: https://github.com/open2c/distiller-nf and Zenodo: https://doi.org/10.5281/zenodo.2634132.
REAGENT or RESOURCESOURCEIDENTIFIER
Chemicals, peptides, and recombinant proteins

IsofluoranePiramal Critical CareNDC66794-017
PBSBiological Industries02-023-1A
SucroseSigma-AldrichS0389
HEPES sodium saltSigma-AldrichH7006
CaCl2Sigma-AldrichC5080
Mg(CH3COO)2Sigma-AldrichM5661
EDTAMerck8414
Triton X-100Sigma-AldrichT8787
DTTSigma-AldrichD0632
KCLSigma-AldrichP9541
MgCl2Sigma-AldrichM8266
Tris (hydroxymethyl)aminomethaneBio-Lab ltd002009239100
NaClDAEJUNG7646-15-5
SDSTCID0996
Protease Inhibitor CocktailSigma-AldrichP5726
FormaldehydeSigma-AldrichF-1635
GlycineBio-Lab ltd000713239100
OptiPrep™ Density Gradient MediumSigma-AldrichD1556
BSABioWorld22070008-2
Goat serumSigma-AldrichG9023
Mouse Anti-NeuN Antibody (clone A60)EMD MilliporeFCMAB317PE
Illumina Tagment DNA TDE1 Enzyme and Buffer Small KitIllumina20034197
AgaroseLonza, SeaKem50004
Proteinase KNEBP8107S
BSA, Molecular Biology GradeNEBB9000S
Ultrapure waterBiological Industries01-866-1B
iTaq™ Universal SYBR® Green One-Step KitBio-Rad1725150
NucleoSpin Gel and PCR Clean-up KitMACHEREY-NAGEL740609.50
NEBNext® High-Fidelity 2X PCR Master MixNEB#M0541
AMPure XP beadsBeckman CoulterA63881
DpnII bufferNEBB0543S
DpnIINEBR0543S
dCTPInvitrogen10217016
dGTPInvitrogen10218014
dTTPInvitrogen10219012
Biotin-14-dATPInvitrogen2067549
DNA Polymerase I, Large (Klenow) FragmentNEBM0210S
NEB 2.1 bufferNEBB7202S
ChloroformFrutarom5551030
PhenolBio-Lab ltd0016912344006
GlycogenSigma-AldrichR0561
T4 Polynucleotide KinaseNEBM0201S
T4 DNA PolymeraseNEBM0203S
MyOne Streptavidin C1 beadsInvitrogen65001
Klenow Fragment (3'→5' exo-)NEBM0212S
T4 DNA LigaseNEBM0202S
T4 DNA Ligase Reaction BufferNEBB0202S
Quick Ligation™ KitNEBM2200S
dNTP MixNEBN0447L
Sodium acetateSigma-AldrichS2889
Qubit dsDNA BR Assay KitInvitrogenQ32853
DNA Ladder GeneRuler DNA Ladder MixThermo ScientificSM0331
Ethidium bromideSigma-Aldrich09-0617
TAE 50×Bio-Lab ltd20502375
TWEEN® 20Sigma-AldrichP1379

Experimental models: organisms/strains

Fresh mouse cortical tissue (from samples C57BL/6J mice)The Jackson Laboratory000664

Software and algorithms

nf-core ATAC-seq pipeline(Ewels et al., 2020)nf-core: nf-core: https://nf-co.re/atacseq Zenodo: https://doi.org/10.5281/zenodo.2634132
distiller-nf Hi-C pipelineGitHub: GitHub: Zenodo: https://doi.org/10.5281/zenodo.3350926

Oligonucleotides

ATAC seq Primer1: AATGATACGGCGACCACCGAGATCTACACTCGTCGGCAGCGTCAGATGTGIntegrated DNA TechnologiesN/A
ATAC seq Primer2_1: CAAGCAGAAGACGGCATACGAGATTCGCCTTAGTCTCGTGGGCTCGGAGATGTIntegrated DNA TechnologiesN/A
ATAC seq Primer2_2: CAAGCAGAAGACGGCATACGAGATAGCGTAGCGTCTCGTGGGCTCGGAGATGTIntegrated DNA TechnologiesN/A
Illumina Primer dir: 5′AATGATACGGCGACCACCGAGAT 3′Integrated DNA TechnologiesN/A
Illumina Primer rev: 5′CAAGCAGAAGACGGCATACGA 3′Integrated DNA TechnologiesN/A
Uni: AATGATACGGCGACCACCGAGATCTACACTCTTTCCCTACACGACGCTCTTCCGATCTIntegrated DNA TechnologiesN/A
Tru1: 5′ PO4 - GATCGGAAGAGCACACGTCTGAACTCCAGTCACATCACGATCTCGTATGCCGTCTTCTGCTTGIntegrated DNA TechnologiesN/A
Tru9: 5′ PO4 - GATCGGAAGAGCACACGTCTGAACTCCAGTCACGATCAGATCTCGTATGCCGTCTTCTGCTTGIntegrated DNA TechnologiesN/A

Other

1.5 mL Eppendorf tubeAxygenMCT-175-C
50 mL Centrifuge tubesGreiner227270
15 mL Centrifuge tubesGreiner188261
Falcon Round Bottom Polystyrene Test Tubes with Cell Strainer CapFalcon22719024
Dounce homogenizerThomas Scientific3431D76
Mechanical homogenizerKinematica AGPOLYTRON 2100
Refrigerated centrifugeEppendorf5702R and 5810R
FACSAria cytometer equipped with a double argon (488 nm) and helium-neon (633 nm) laserBD BiosciencesBD FACSAriaTM III Cell SorterModel number 648282-C1-010110-X-X-X
30-kDa Amicon Ultra 0.5 ColumnMilliporeUFC 503096
Bioruptor® Plus Sonication DeviceBioruptor®B01020001
1.5 mL TPX microtubesDiagenodeC30010010
ThermomixerFisher ScientificFSGPD05
16-Tube SureBeads™ Magnetic RackBio-Rad1614916
DNA LoBind Tube 1.5 mLEppendorf022431021
Corning® DeckWorks™ low binding tipsCorningCLS4151
CFX96 Touch Deep Well Real-Time PCR SystemBio-Rad1854095
PCR machine (T100 Thermal Cycler)Bio-Rad1861096
Mini-Sub Cell GT CellBio-Rad1704406

Low sucrose buffer

ReagentFinal concentrationAmount for 50 mL
1 M Sucrose0,32 M16 mL
1 M HEPES pH 8,010 mM500 μL
1 M CaCl25 mM250 μL
1 M Mg(CH3COO)23 mM150 μL
0,5 M EDTA0,1 mM10 μL
20% Triton X-1000,1%250 μL
1 M DTT1 mM50 μL
100× PIC (Protease Inhibitor Cocktail) - add before usePrepare 1× before homogenization500 μL
Ultra pure waterN/A32.29 mL

Store at 4°C, and do not store more than 2 weeks.

ReagentFinal concentrationAmount for 50 mL
1 M KCl150 mM7.5 mL
1 M MgCl230 mM1.5 mL
1 М Tris-HCl pH 8,0120 mM6 mL
Ultra pure waterN/A35 mL

Store at 4°C, and do not store more than 1 month.

ReagentFinal concentrationAmount for 50 mL
1 M Sucrose250 mM4 mL
1 M KCl25 mM1.25 mL
1 M MgCl25 mM0.25 mL
1 М Tris-HCl pH 8,020 mM1 mL
Ultra pure waterN/A43.5 mL

Store at 4°C, and do not store more than 2 weeks.

Transposition reaction mix

ReagentFinal concentrationAmount for 50 μL
2xTD buffer25 μL
TDE1N/A2,5 μL
Ultra pure waterN/Aup to 50 μL

Amplification of transposed DNA fragments

ReagentFinal concentrationAmount for 50 ul
Transposed DNAN/A10 μL
PCR Primer 125 μM2,5 μL
Barcoded PCR Primer 225 μM2,5 μL
2× PCR Master Mix1× PCR Master Mix25 μL
Ultra pure waterN/A10 μL

Thermal cycle as follows:

PCR cycling conditions
StepsTemperatureTimeCycles
Pre-incubation72°C5 min1
Initial denaturation98°C30 s1
Denaturation98°C10 s5
Annealing63°C30 s
Extension72°C1 min
Hold4°CForever
ReagentFinal concentrationAmount for 15 ul
Previously PCR-amplified DNAN/A5 μL
PCR Primer 125 μM0,25 μL
Barcoded PCR Primer 225 μM0,25 μL
100× SYBR GREEN I0,09 μL
2× PCR Master Mix5 μL
Ultra pure waterN/A4,41 μL
ReagentFinal concentrationAmount for 1 sample (20 ul)
dCTP10 mM0.375 μL
dGTP10 mM0.375 μL
dTTP10 mM0.375 μL
biotin-14-dATP0.4 mM9.375 μL
Klenow DNA polymerase I5 U/μL2.5 μL
NEB2 Buffer 10×2 μL
Ultra pure waterN/A5 μL

Prepare the mixture:

ReagentFinal concentrationAmount for 1 sample (65 μL)
DNA sampleN/A50 μL
NEB2.1 Buffer 10×6.5 μL
dATP2.5 mM0.65 μL
dGTP2.5 mM0.65 μL
T4 DNA PolymeraseN/A2 μL
Ultra pure waterN/A5.2 μL

Sonication buffer 2×:

ReagentFinal concentrationAmount for 150 μL
1M Tris-HCl pH 8.050 mM7.5 μL
0.5M EDTA20 mM6 μL
20% SDS0.2%1.5 μL
Ultra pure waterN/A135 μL

Store at 4°C, and do not store more than 2 weeks.

ReagentFinal concentrationAmount for 70 μL
DNA sampleN/A50 μL
10×T4 ligase buffer7 μL
dNTP mix10 mM2.5 μL
T4 Polynucleotide kinase10 μ/μL2.5 μL
T4 DNA Polymerase3 μ/μL2.5 μL
Klenow DNA Polymerase I5 μ/μL0.5 μL
Ultra pure waterN/A5 μL

Tween washing buffer (TWB)

ReagentFinal concentrationAmount for 1000 μL
1M Tris-HCl pH 8.05 mM5 μL
0.5M EDTA5 mM10 μL
5M NaCl1M200 μL
10% Tween0.05%5 μL
Ultra pure waterN/A780 μL

Store at 4°C, and do not store more than 2 weeks.

2× Binding buffer (BB):

ReagentFinal concentrationAmount for 1000 μL
1M Tris HCl pH 8.010 mM10 μL
0.5M EDTA1 mM2 μL
5M NaCl2 M400 μL
Ultra pure waterN/A588 μL

Store at 4°C, and do not store more than 2 weeks.

TLE Buffer pH 8.0:

ReagentFinal concentrationAmount for 1000 μL
1M Tris HCl pH 8.010 mM10 μL
0.5M EDTA0.1 mM2 μL
Ultra pure waterN/A988 μL

Store at 4°C, and do not store more than 2 weeks.

ReagentFinal concentrationAmount for 50 μL
Streptavidin-coated beadsN/A25 μL
10× NEBuffer 2.15 μL
dATP10 mM1 μL
Klenow fragment (3’–5’ exo-)5 U/ul5 μL
Ultra pure waterN/A14 μL
ReagentFinal concentrationAmount for 20 μL
Adapter Uni100 μM3 μL
Adapter Tru100 μM3 μL
10× NEBuffer 22 μL
Ultra pure waterN/A12 μL
ReagentFinal concentrationAmount for 15 μL
DNAN/A1.5 μL
Illumina Primer dir (10 μM)1 μM1.5 μL
Illumina Primer rev (10 μM)1 μM1.5 μL
2× NEB Next7.5 μL
SYBR Green 100×0.1 μL
Ultra pure waterN/A2.9 μL
PCR cycling conditions
StepsTemperatureTimeCycles
Initial denaturation98°C30 s1
Denaturation98°C10 s20
Annealing65°C15 s
Extension72°C20 s
Hold4°Cforever
ReagentFinal concentrationAmount for 50 μL
DNAN/A5 μL
Illumina Primer dir (10 μM)1 μM5 μL
Illumina Primer rev (1 0 μM)1 μM5 μL
2× NEBNext25 μL
Ultra pure waterN/A10 μL
  8 in total

1.  A manual method for the purification of fluorescently labeled neurons from the mammalian brain.

Authors:  Chris M Hempel; Ken Sugino; Sacha B Nelson
Journal:  Nat Protoc       Date:  2007       Impact factor: 13.491

2.  ATAC-see reveals the accessible genome by transposase-mediated imaging and sequencing.

Authors:  Xingqi Chen; Ying Shen; Will Draper; Jason D Buenrostro; Ulrike Litzenburger; Seung Woo Cho; Ansuman T Satpathy; Ava C Carter; Rajarshi P Ghosh; Alexandra East-Seletsky; Jennifer A Doudna; William J Greenleaf; Jan T Liphardt; Howard Y Chang
Journal:  Nat Methods       Date:  2016-10-17       Impact factor: 28.547

3.  The nf-core framework for community-curated bioinformatics pipelines.

Authors:  Philip A Ewels; Alexander Peltzer; Sven Fillinger; Harshil Patel; Johannes Alneberg; Andreas Wilm; Maxime Ulysse Garcia; Paolo Di Tommaso; Sven Nahnsen
Journal:  Nat Biotechnol       Date:  2020-03       Impact factor: 54.908

4.  Fluorescence-activated sorting of fixed nuclei: a general method for studying nuclei from specific cell populations that preserves post-translational modifications.

Authors:  Lucile Marion-Poll; Enrica Montalban; Annie Munier; Denis Hervé; Jean-Antoine Girault
Journal:  Eur J Neurosci       Date:  2014-04       Impact factor: 3.386

5.  A 3D map of the human genome at kilobase resolution reveals principles of chromatin looping.

Authors:  Suhas S P Rao; Miriam H Huntley; Neva C Durand; Elena K Stamenova; Ivan D Bochkov; James T Robinson; Adrian L Sanborn; Ido Machol; Arina D Omer; Eric S Lander; Erez Lieberman Aiden
Journal:  Cell       Date:  2014-12-11       Impact factor: 41.582

6.  Hi-C 2.0: An optimized Hi-C procedure for high-resolution genome-wide mapping of chromosome conformation.

Authors:  Houda Belaghzal; Job Dekker; Johan H Gibcus
Journal:  Methods       Date:  2017-04-18       Impact factor: 3.608

7.  Transposition of native chromatin for fast and sensitive epigenomic profiling of open chromatin, DNA-binding proteins and nucleosome position.

Authors:  Jason D Buenrostro; Paul G Giresi; Lisa C Zaba; Howard Y Chang; William J Greenleaf
Journal:  Nat Methods       Date:  2013-10-06       Impact factor: 28.547

8.  Fluorescence Activated Cell Sorting (FACS) and Gene Expression Analysis of Fos-expressing Neurons from Fresh and Frozen Rat Brain Tissue.

Authors:  F Javier Rubio; Xuan Li; Qing-Rong Liu; Raffaello Cimbro; Bruce T Hope
Journal:  J Vis Exp       Date:  2016-08-27       Impact factor: 1.355

  8 in total

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