Literature DB >> 35257114

GBS-MeDIP: A protocol for parallel identification of genetic and epigenetic variation in the same reduced fraction of genomes across individuals.

Shiva Rezaei1,2, Julia Uffenorde3, Oliver Gimm3, Mohammad Ali Hosseinpour Feizi1, Stefan Miemczyk2, Luiz Lehmann Coutinho4, Per Jensen2, Carlos Guerrero-Bosagna2,4, Fábio Pértille3,2,4,5.   

Abstract

The GBS-MeDIP protocol combines two previously described techniques, Genotype-by-Sequencing (GBS) and Methylated-DNA-Immunoprecipitation (MeDIP). Our method allows for parallel and cost-efficient interrogation of genetic and methylomic variants in the DNA of many reduced genomes, taking advantage of the barcoding of DNA samples performed in the GBS and the subsequent creation of DNA pools, then used as an input for the MeDIP. The GBS-MeDIP is particularly suitable to identify genetic and methylomic biomarkers when resources for whole genome interrogation are lacking.
© 2022 The Author(s).

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Keywords:  Cancer; Clinical Protocol; Genomics; High Throughput Screening; Molecular Biology; Sequencing

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Year:  2022        PMID: 35257114      PMCID: PMC8897576          DOI: 10.1016/j.xpro.2022.101202

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


Before you begin

The protocol below describes the specific steps using Homo sapiens as species model, however, we have already successfully applied this protocol using Gallus gallus (Pertille et al., 2019; Pértille et al., 2016, 2017a, 2017b, 2020), Canis familiaris (Sundman et al., 2020), Sus scrofa (Pértille et al., 2021), Macrossoma macropomum (Nunes et al., 2017, 2020), and Mus musculus (Unpublished data) species. Before starting, keep in mind to clean the bench properly and to check the list of materials, reagents, and buffers needed. The library-building pipeline involves basic laboratory skills. After DNA extraction, experienced users can complete the total workflow of our optimized procedure in 4–5 days. The method involves sequencing of the libraries in the Illumina platform, which is available at many sequencing facilities around the world. Sequencing should be performed in professional core facilities having validated instruments and experienced technicians. Bioinformatic expertise is required for later quality control and analysis of the sequencing data.

DNA input

Timing: 1–10 min The minimally recommended amount of individual DNA samples to be digested with PstI is 100 ng for successful completion of the GBS. In the present procedure, we used 400 ng of initial individual DNA material and a total of 48 samples, which yields a total of 19.2 μg. The amount of DNA to be used per sample will depend on how many barcodes are available and on obtaining a final pool containing 5 μg of total DNA (quantified using Qubit Fluorometer) to be optimally used for the MeDIP. The absorbance can be measured using Nanodrop to verify the purity of the library. A ratio of absorbance at 260 nm vs 280 nm of ∼1.8 is considered optimal. CRITICAL: This DNA amount needs to be sufficient for the PCR amplifications of both the genomic and the methylomic libraries. We have successfully performed the PCR after using as low as 1 μg after the cleanup (step 9) of the MeDIP.

Preparing buffers

Timing: 0.5–4 h Before starting the protocol, make sure to have a sufficient volume of all the solutions to be used in the procedures. For the MeDIP, a 5× IP (immunoprecipitation) buffer solution and a digestion buffer (Guerrero-Bosagna and Jensen, 2015) need to be prepared (see the ‘materials and equipment’ section). Mix well and stir the solution until no solids are visible. Apply the reagent mix on 0.2 μm syringe filter for purification and sterilization (Guerrero-Bosagna and Jensen, 2015). Prepare also a 1× IP buffer solution from the 5× IP buffer using DNase free UP water. Prepare TE buffer for oligos elution (see the ‘materials and equipment’ section. CRITICAL: All the buffers should be stored at 4°C and can be used during 6 months.

Planning experimental sampling, barcode′s and primers′ designing

Timing: weeks Sampling and adapters The number of individual samples included per pool should be calculated based on the yield capacity of the sequencing platform, genome size investigated, and average sequencing coverage desired per sample. For example, an Illumina flowcell lane from NextSeq 550 Series can generate a maximum of 120 billion bps of sequencing yield output. Considering the Human genome (GRCh38.p13, Ensembl) size of 3,1 billion of bps, it is possible to sequence a human DNA sample with an average coverage of 38.7× (120/3.1). However, the reduced fraction of the Human genome generated by the GBS method (with the enzyme employed here) corresponds to ∼0,62 million of bps, representing approximately 2% of the whole genome. Hence, considering this reduced genome it is possible to sequence a human sample with an average coverage of 19,354.84× (120/0.0062). Therefore, considering the multiplexing capability of the GBS, and the abovementioned scenario, the GBS reduced fraction of 200 Human DNA samples can be sequenced with an average coverage of 96.77× (19,354.83/200). Designing and ordering the adapters and primers. The ‘common’ and ‘barcode’ adapters are attached to the cohesive ends produced by the PstI cleavage. The nucleotide sequences of these Illumina adapters are: 5′ACACTCTTTCCCTACACGACGCTCTTCCGATCTNNNNNTGCA3′ and 3′TGTGAGAAAGGGATGTGCTGCGAGAAGGCTAGANNNNN5′, where NNNNN denotes the barcode and its complementary sequences. The common adapter has a PstI-complementary sticky end on the 3′ end of the minus strand. The nucleotide sequences are as follow: 3′ACGTTCTAGCCTTCTCGCCAAGTCGTCCTTACGGCTC5′ and 5′AGATCGGAAGAGCGGTTCAGCAGGAATGCCGAG3’. For a schematic representation of the fragment constructs see Figure 1.
Figure 1

Schematic representation of the structure of each fragment bound to the common and the barcode adapters

The figure represents the disposition of barcodes on the final fragment constructs after ligation, and the locations where the primers bind in order to amplify the desired fragment.

The barcode adapters contain barcodes of 5–9 bp in length on the 5′ end of the minus strand, and a 4 bp overhang on the 3′ end of the plus strand, which is complementary to the sticky ends created in the fragments after PstI digestion. The primers are specifically targeting both Illumina adaptors (Figure 1). PCR Primer A: AATGATACGGCGACCACCGAGATCTACACTCTTTCCCTACACGACGCTCTTCCGATCT; PCR Primer B:CAAGCAGAAGACGGCATACGAGATCGGTCTCGGCATTCCTGCTGAACCGCTCTTCCGATCT. All adapters and primers used in this study were designed in accordance with the recommendation of the authors originally describing the GBS (Elshire et al., 2011). We have made the barcodes available in the GitHub repository https://github.com/fpertille/GBSMeDIP. To design the barcodes, we used a script written by Thoma P. Van Gurp (https://github.com/thomasvangurp/GBS_barcodes). This barcode generator designs random self-correcting barcodes that: i) do not recreate the enzyme recognition site, ii) have complementary overhangs, iii) have variable length, bases well balanced at each position, and at least 3 bp differences among barcodes to account for sequencing errors; iv) do not nest within other barcodes, and v) locate just upstream of the restriction enzyme (RE) cut-site in genomic DNA, which eliminates the need of a second Illumina sequencing (Indexing) read (Elshire et al., 2011). Schematic representation of the structure of each fragment bound to the common and the barcode adapters The figure represents the disposition of barcodes on the final fragment constructs after ligation, and the locations where the primers bind in order to amplify the desired fragment.

Preparing primers and barcodes

Timing: 1–2 days Based on starting lyophilized barcodes and primers ordered in an amount of 25 nmoles, perform the following to obtain a stock solution of ∼75 nM and a working solution of ∼15 nM: dilute the lyophilized oligos in TE to 200 μM. Multiply the nmol by 5 [Volume= (nmol∗1000)/200)] to know the volume of TE to be added to the tube. For both common and barcode adapters add 25 μL of the Forward and 25 μL of Reverse oligos into 50 μL of TE solution to obtain a final volume of 100 μL with concentration of 50 μM. This is the annealing solution of adapters (see the ‘materials and equipment’ section). For the annealing of adapters, in a thermo cycler incubate at 95°C for 2 min, ramp down the temperature at −0.1°C per second to 25°C, and then incubate at 25°C for 30 min. 1st dilution: Add 6 μL of the annealed barcoded adapters from the previous step (b) and 994 μL of TE to obtain a final volume of 1,000 μL [0.3 μM]; homogenize the solution by pipetting up and down ten times. Add 100 μL of the annealed common adapter from the previous step (b) and 900 μL of TE to obtain a final volume of 1,000 μL [5 μM]. Quantify the common and barcode adapters in Qubit™ 4 Fluorometer using a Double Strand DNA quantification kit (Cat. No. Q32851). If after the annealing reaction there is complete annealing of the oligos, the barcode adapters should have a concentration around 6 ng/μL, while the common adapter should have a concentration around 100 ng/μL. 2nd dilution – Stock solution: To each new 0.2 mL tube/well add 300 ng of each barcode adapter, 300 ng of the common adapter, and add TE to obtain a final volume of 200 uL [∼75 nM]. The final concentration of DNA in this solution is 3 ng/μL (see the ‘materials and equipment’ section). 3rd dilution - Working solution: 1:4 of the stock solution prepared with TE. The final concentration of the DNA in this solution is 0.6 ng/μL [∼15 nM].

DNA denaturation and digestion

Timing: 15–20 min To improve the performance of the PstI enzymatic digestion of human genome, we added a DNA denaturation step before applying the RE digestion. CRITICAL: In human samples this was a crucial step for successful digestion. We believe this process helps denaturing proteins that interfere with the activity of PstI in the subsequent step.

Key resources table

CRITICAL:aKeep in mind that ethanol is flammable CRITICAL:bUse lab gloves and coat under a chemical fume hood to avoid inhalation, ingestion, or skin absorption of the Sodium phosphate dibasic powder. CRITICAL:cAlthough safe, SYBR still needs to be carefully handled CRITICAL:dTriton X-100 can produce severe eye irritation and burns. Use lab gloves and coat for avoiding of inhalation, ingestion, or skin absorption CRITICAL:eUltraPure™ SDS Solution- SDS can be toxic and irritant, with a risk for severe eye damage. Use lab gloves and coat for avoiding of inhalation, ingestion, or skin absorption. CRITICAL:fUse lab gloves and coat to avoid inhalation, ingestion, or skin absorption of the UltraPure™ 1 M Tris-HCI.

Materials and equipment

5× IP Buffer Digestion buffer TE buffer CRITICAL: Store the buffers at 4°C for short-term use (maximum 6 months) or −20°C to −80°C for long-term storage. Annealing solution Stock solution of adapters CRITICAL: Store the adapters (regardless of concentration) at 4°C for short-term use (maximum one week) or −20°C to −80°C for long-term storage.

Step-by-step method details

This section lists the major steps and provides step-by-step details and timing for each major step.

DNA extraction

Timing: 2–4 h DNA samples are extracted with Qiagen DNeasy blood and tissue kit (Cat. No. 69504) or any other high-quality DNA extraction kit according to the manufacturer's protocol. Follow the protocol of Qiagen Dneasy blood and tissue kit. Measure the DNA concentration of the samples using Qubit fluorimeter and perform the necessary dilutions to obtain a minimum final concentration of 15 ng/μL. Pause point: isolated DNA can be stored at −20°C for use in subsequent steps. Run the DNA samples on 1% agarose gel electrophoresis to verify the integrity of the extracted DNA. CRITICAL: It is recommended to use the Qubit™ Fluorometric DNA Quantification system (Thermo Fisher Scientific) to measure the DNA concentration, and nanodrop to check purity (a ratio of absorbance at 260 nm vs 280 nm of ∼1.8 is considered optimal). To prepare the Qubit™ reagents, follow the instruction of its kit. It is recommended to consider the results of Qubit™ measurements as the basis for calculating the amount of DNA. The concentrations measured should allow the addition of 400 ng of each individual DNA to be digested with the PstI enzyme within a reaction volume of 30 μl (see below of the detailed components of the PstI digestion reaction).

DNA denaturation

Timing: 15–20 min In order to improve the performance of the PstI enzymatic digestion of human genome samples, we added a DNA denaturation step of 95°C for 10 min followed by immersion in ice for 5 min before proceeding with the RE digestion. This step was not needed when using non-human DNA. Perform DNA denaturation by incubating the samples for 10 min at 95°C. Transfer the DNA samples to ice and maintain for 5 min. we recommend performing denaturation in 1.5 mL tubes This step is critical when working with human samples, and optional when working with non-human.

DNA digestion

Timing: 4–16 h Next generation sequencing methodologies use enzymatically or mechanically sheared DNA. Our protocol, however, uses PstI restriction enzyme (RE) to fragment the DNA samples. Our approach starts with an enzymatic cleavage of the genome to produce fragments with overhangs followed by the ligation of barcodes (for posterior identification of individual samples) and Illumina adapters. Initially, we evaluated different REs, both in silico and in vitro, including PstI, MseI, ApeKI, SbfI, MspI, and EcoRI (Pértille et al., 2016). Among these enzymes tested, PstI was the most efficient in enriching regions of genomes of our interest (humans, chicken, pig, mouse) in a suitable length size (ranging from 200 to 500 bps) for sequencing. Importantly, PstI recognizes the 5′CTGCAG 3′ motif and cuts the genome in a methylation insensitive manner, as this motif does not contain CpG sites. Prepare the PstI enzyme and its buffer as a pre-mix. The pre-mix volume should be calculated considering a larger number of samples to account for pipetting errors. Use 0.2 mL vials (tubes or plate′s wells) for the digestion reactions. Prepare a digestion mix according to the indications below for each sample. Use reverse pipetting due to the viscosity of the solution. After mixing each DNA sample with the digestion reagents, immediately place the vials in a heating block. The recommended incubation time is 3 h for non-human DNA and 16 h for human DNA at 37°C, followed by 20 min at 85°C. Overnight incubation (16 h) with the PstI RE is optimal for Human samples. When using a plate, we recommend mixing by pipetting rather than vortexing. Overnight digestion can generate uneven evaporation among samples, therefore we recommend drying the samples and then resuspend them in 30 μL of UP water. CRITICAL: The enzyme should be inactivated since there is no further purification step before the ligation of the adapters. The inactivation conditions of the PstI used in this protocol (20 min at 85°C) are described in step 5. CRITICAL: Assess the digestion of the samples with gel electrophoresis. A homogeneous smear of fragments (QC) is expected for successful digestions. If incomplete digestion is observed in this step, the reaction needs to be optimized. CRITICAL: For long-term storage, keep the plate with the remaining digested DNA at −20°C to −80°C. Troubleshooting Pause point: Digested DNA can be stored at −20°C before being used in the next step.

Adaptor ligation, sample pooling, and purification

Timing: 6 h After the DNA is fully digested by the enzyme, two Illumina adapters are added at the ends of each digested DNA fragment. This is a crucial step for the clustering of the Illumina probe within the sequencing flowcell. One of the adapters is called the ‘common adapter’, which is the same for all the samples. The other is called the ‘barcode adapter’, which allows for the later interindividual identification of the sequences through bioinformatic analyses. After the ligation of the adapters, the purification step is performed on the pools and not in the individual samples. A stock solution (3 ng/μL) of adapters needs to be prepared. This stock solution is further diluted 1:4 with TE water to obtain a working solution of 0.6 ng/μL. Please, look at “Before start 1–3” section for a detailed description of the adapter preparations. Before starting the ligation step, register which sample will be assigned to each barcode. To avoid mistakes, it is recommended to use a multi- channel pipette for adding the adaptors. Before pipetting adaptors, vortex the containing plate with the lowest speed and then spin down the content by centrifuging the plate for 30s at low speed. In a PCR plate, mix 3 μL of adapters with 8 μL of each PstI digested DNA samples (∼100 ng of DNA). Vortex the plate at the lowest speed (while the master mix is prepared for the next step) and spin down at around 21°C–22°C. the volume of adapters needs to be optimized according to the study species. The QC for this step can only be observed after step 11. For this, 1.5% agarose gel electrophoresis is performed with 1 μl of the amplified DNA to visualize whether adapter dimers were formed (∼120 bps), which should not occur in a successful amplification. Troubleshooting Prepare a Ligation Master mix according to the following table, considering a larger number of samples to account for pipetting errors. Vortex the plate and spin down for 30 s at around 21°C–22°C. use reverse pipetting due to the viscosity of the solution. Consider the volume of DNA and adapters added in the previous step to account for a final volume of 30 ul. Incubate the ligation reaction immediately in a heat block for 2 h at 22°C followed by 30 min at 65°C. Spin down and collect the whole content (30 μL) of each reaction in the PCR plate to make one pool in a 1.5- or 2-mL tube. The purification is then immediately performed using the Qiagen QIAquick PCR purification kit, as described in Box 1. Calculate the final pool volume. Transfer the pool to one 15 mL falcon tube, then add 5 volumes of PB buffer and mix well using vortex. Place the DNA pool in the provided silica filter column and spin. The pool should be divided considering a maximum volume of 750 μL per column and maximum filtering capacity of 1.5 mL per column. Centrifuge for 1 min at 10,000×g at around 21°C–22°C. ∗ Discard the flow through from the collecting tube and repeat step 4, keeping the filter for the next step. Add 750 μL of PE buffer in the column (centrifuge, discard the flow through, centrifuge again and discard the flow through again to ensure that the PE buffer is completely out of the column). CRITICAL: Ensure that ethanol (96%–100%) has been added to the PE Buffer Add 30 μL of EB buffer to the center of each column Incubate for 1 min at around 21°C–22°C. Centrifuge for 1 min at 10,000×g and at around 21°C–22°C. Add 30 μL of EB buffer again. Incubate for 1 min at around 21°C–22°C. Centrifuge for 1 min at 10,000×g and at around 21°C–22°C. Mix the contents of all the tubes into one single tube. Measure the DNA concentration with fluorometer (Qubit™). If necessary, concentrate the sample using a speed vacuum instrument at 55°C; the maximum volume of the PCR reaction for the next step should not exceed 25 μL. In case the number of samples per pool is higher than 50, 30 μl of each reaction can be directly transferred to a 15 mL falcon tube. Pause point: In this step, the sample may be stored in −20°C until the protocol is resumed. CRITICAL: For long-term storage keep the samples at −20°C to −80°C.

GBS-PCR (DNA/barcode ligation QC)

Timing: 3 h After PCR purification of the pooled barcoded and ligated DNA samples, a PCR reaction is performed both to i) confirm the ligation of adaptors and barcodes to DNA fragments, and ii) to produce the genomic library (GBS). A recommended PCR protocol is provided bellow: Prepare the PCR reaction on ice according to following reagents and immediately perform the amplification in the thermocycler according to the following conditions: Optimized PCR mix reaction using the Thermo Scientific Dream Taq DNA Polymerase (EP0703) CRITICAL: Keep all reagents and samples on ice before starting the PCR; for long-term storage of the PCR product, keep the samples at −20°C to −80°C. The GBS-PCR product is not only a validation step for the ligation step but also generates the genomic library for sequencing after a step of PCR purification. The PCR DNA input used here should be at least 50 ng. Verify the amplification of the GBS-PCR by running the PCR product and the non- template control on 1.5% agarose gel electrophoresis. Troubleshooting GBS-PCR purification by using magnetic beads: The purification step of the GBS library can be performed together with the purification of the GBS-MeDIP library in step 16. Before starting, keep the Ampure XP beads at around 21°C–22°C for at least 30 min. Vortex the PCR product and split the content across the wells (0.2 mL) of a PCR plate by adding 10 μL fractions to each well. Gently shake the magnetic beads tube (Agencourt AMPure XP, Beckman coulter (A63880)) until a homogeneous solution is observed. Add 18 μL of Agencourt AMPure XP to the samples (10 μL of PCR product) in each well and mix 10 times through pipetting. Incubate the PCR plate for 5 min at RT for maximum recovery; the color of the mix should be brown. Place the PCR plate on a magnetic bead separation rack and wait for 5 min (keep the plate and rack together until step j) Discard the supernatant being careful to avoid touching the beads Transfer 200 μL of ethanol 70% (vol/vol) to each well and incubate for 1 min at RT. Discard the supernatant being careful to avoid touching the beads. Repeat the process of washing (for a total of two washes). Remove the plate from the magnetic rack and place it at RT until the ethanol is evaporated. Dilute the samples in 11 μL of miliq H2O while mixing them through pipetting; the color of the mix should turn brown. Pool the purified GBS-PCR samples together into one well of the plate and maintain this pool for 2 min at around 21°C–22°C. Place the PCR plate again in the magnetic rack for 2 min in order to separate the beads from the reaction. Transfer 20 μL of the supernatant to a sterile tube. Measure the concentration of the sample with Qubit™. QC: Verify the quality of the library by running 1 μl of purified DNA on a bioanalyzer device and/or by performing electrophoresis on 1.5 % agarose gel. Pause point: Store the purified sample at −20°C or −80°C until they are sent for NGS.

MEDIP from GBS libraries

Timing: 2 days The remainder GBS genomic pool (from which a fraction was used for the amplification of the GBS-PCR) is now subjected to MeDIP. The MeDIP procedure is performed according to a previously published optimization of the method (Guerrero-Bosagna and Jensen, 2015). keep extra 400 ng of DNA for the GBS library to be used in case of failures during the GBS PCR or purification procedures.

Day 1

Timing: 1 h plus around 16 h Incubation with anti-methyl cytosine antibody Add TE buffer to the DNA pool (∼5 μg recommended) from step 9 after purification protocol (Box 1), in a final volume of 400 μL in a 1.5 mL tube. In case the volume exceeds 400 μL, dry the sample using speed vacuum. Heat-denature the DNA for 10 min at 95°C and then place it on ice for 5 min. Add 100 μL of 5× IP buffer. Add 5 μL of anti-methyl cytosine antibody (2 μg/μL). Incubate for 16 h at 4°C under constant rotation. CRITICAL: Make sure the tubes are properly sealed. Seal the tube lid tightly with parafilm to avoid leaking.

Day 2

Timing: 4 h + 2 h (6 h) Binding of agarose beads (Protein A/G PLUS-Agarose, Cat#sc-2003) to DNA use low protein binding collection tubes to minimize agarose G-protein loss. Vortex the tube of agarose beads until the solution is uniform; then quickly, before the beads sink again, add 160 μL of the agarose beads to an empty 1.5 mL tube. Centrifuge this tube for 2 min at 4500×g and 4°C; discard the supernatant. Transfer 500 μL of DNA mixture sample from step (12) to the tube with the concentrated agarose beads. Incubate for 2 h under constant rotation at 4°C. CRITICAL: Make sure the tubes are properly sealed. Seal the tube lid tightly with parafilm to avoid leaking. Centrifuge the tube for 2 min at 4500×g and 4°C; discard the supernatant. Add 1 mL of 1× IP buffer. Incubate for 5 min under constant rotation at 4°C. CRITICAL: Make sure the tubes are properly sealed Seal the tube lid tightly with parafilm to avoid leaking. Centrifuge for 2 min at 4500×g and 4°C; discard the supernatant. Repeat the steps “f, g and h” once (for a total of two washes). CRITICAL: The number of washes is critical for a successful procedure. Add 210 μL of digestion buffer to re-suspend the beads. Because SDS precipitates when stored at 4°C, it is recommended that the solution is re-solubilized by warming it at 37°C for a few minutes, until the solution appears homogeneous. Avoid shaking the bottle of digestion buffer vigorously. Doing so will produce foam. Add 20 μL of proteinase K (20 mg/mL). Add 23 μL of DTT 0.1 M. Seal the tube and incubate for 2 h on a rotating platform at 55°C. CRITICAL: Make sure the tubes are properly sealed Seal the tube lid tightly with parafilm to avoid leaking. Purification of the sample Transfer the sample from the last step to a Pierce spin-filtering column (Pierce™ Spin Cups, Cat#69700) placed in a 1.5 mL empty tube and centrifuge at max speed for 30 s. Discard the column and keep the flow through. Add 3 μL glycogen (5 mg/mL) to the tube containing the flow through and vortex. Add 20 μL of 5 M NaCl and 750 μL of absolute ethanol and mix well. Use ice cold reagents to improve the efficiency of the reaction. Precipitate the DNA by maintaining the tube on ice for 30 min. Centrifuge for 30 min at maximum speed (∼11,000×g) and 4°C, and remove the supernatant. CRITICAL: To prevent the pellet disturbance, carefully discard the supernatant. Add 1.5 mL of ethanol 70% to the pellet. Incubate for 5 min on a rotating platform at 4°C. Centrifuge for 10–15 min at 11,000×g and 4°C and carefully remove the supernatant. Add 1.5 mL of 70% ethanol. Incubate for 5 min on the rotating platform at 4°C. Centrifuge for 15 min at 11,000×g and 4°C and carefully discard the supernatant. Place the vial in a heating block at 50°C for 5 min to dry the sample. Add 32 μL of UP H2O and mix well. Incubate for 5 min in a heating block at 50°C. Measure the concentration of the DNA sample using Nanodrop. After the DNA is denatured, the antibody binds to single stranded methylated DNA fragments. Because now most of the DNA will be single-stranded (Ruike et al., 2010), measuring the DNA using Qubit™ DS kit will underestimate the real concentration value. Pause point: MeDIP samples can be maintained at −20°C until further utilization in the PCR reaction. Troubleshooting

GBS-MeDIP-PCR reaction

Timing: 1.5 h The MeDIP captured genomic fraction, which is enriched for DNA methylation, is then PCR amplified. However, only DNA regions containing both adapters are able to be amplified and subsequently sequenced (Poland and Rife, 2012). The GBS-MeDIP-PCR is performed using 50 ng of the barcoded and immuno-precipitated (MeDIP) DNA pool as the template (obtained from step 14). Prepare the PCR reaction on ice according to following reagents and immediately perform the amplification in the thermocycler according to the following conditions: There is no specific reason for using the polymerase enzyme specified here. CRITICAL: Keep all reagents and samples on ice before starting the PCR; for long-term storage of the PCR product, keep the samples at −20°C to −80°C. CRITICAL: Load 1 μL of the PCR products on a 1.5% agarose gel and perform electrophoresis to confirm amplification of the expected smear of fragments containing adaptors. Troubleshooting

Purification of PCR products and fragment length assessment

Timing: 2 h Perform PCR purification with magnetic beads as previously mentioned in step 11 (GBS-PCR purification with magnetic beads). CRITICAL: Measure the sample concentration with Qubit. The expected concentration is 3–5 ng/μl. Pause point: Store the purified sample at −20°C until NGS is performed.

Evaluation of fragment size distribution (QC)

Timing: 3 h In this step, the sizes of the library fragments are assessed through a fragment analyzer equipment. Run 1 μL of the final purified PCR products from each produced library (GBS and GBS-MeDIP) on a bioanalyzer following the manufacturer′s protocol. We use the Bioanalyzer (Agilent Bioanalyzer 2100, Invitrogen) with the Agilent High Sensitivity DNA kit (Catalog numb. 5067-4626). Both the GBS and GBS-MeDIP libraries are now ready to be sequenced on different lanes using the Illumina platform.

Next generation sequencing

Timing: 1 week The libraries obtained after amplification and purification are quantified and paired-end sequenced (125 cycles) using the Illumina platform. HiSeq SBS V4 kit is used in the HiSeq2500 Illumina platform following the fabricant pipelines. More recently, we have also successfully sequenced our libraries in the NovaSeq sequencer, also from Illumina. Our sequencing is performed at the SNP&SEQ facilities of SciLifeLab (Sweden).

Data processing and alignment

Timing: 1 day After sequence, the facility makes the data available in .fastq format The bioinformatic pipelines applied to the data obtained from the sequencing facility have been previously reported (Pértille et al., 2017a; Pertille et al., 2019; Guerrero-Bosagna et al., 2020; Pértille et al., 2020, 2021). A barcoding system is originally used in the GBS method (Poland and Rife, 2012), and also in the GBS-MeDIP, which involves the addition of a barcode adapter (in order to identify each one of the individual samples) and a common adapter (suitable for Illumina sequencing) to the individual genomic fragments produced by the PstI digestion. Because of this, the methylation and genomic signals associated to each individual sample can be distinguished after the sequencing process. The time spent in data processing is variable and dependents on computational processing power and operator skills. Basic processing of data can be performed in one day (see the ‘data and code availability’ section for a stand-alone pipeline, and bioinformatics method description), while subsequent data analysis depends on the hypotheses to be answered and the contrasts to be compared.

Expected outcomes

First quality control (QC) step

This step is performed to verify the quality of the digestion reaction and the generation of suitable DNA fragment sizes for Illumina sequencing. For this, 1 μL of each digested DNA sample is run on agarose gel (1.5%) electrophoresis (Figure 2A) and the PstI RE digestion products are checked on agarose gel electrophoresis. The expected outcome from this step is a homogeneous gel smear. Incomplete digestion is an unwanted outcome for this step and is represented by bands usually at the top of the gel. In case of partial digestion, it is essential to optimize the digestion reaction to obtain optimal fragmentation results for all samples.
Figure 2

Agarose gel electrophoresis showing genomic digestion and PCR amplification of the libraries

(A–C) The figure represents the agarose gel electrophoresis of the PstI digestion reaction after 16 h PstI digestion (A); PCR amplifications of the genomic (G) and methylomic (M) libraries before (B) and after (C) purification by AMPure XP magnetic beads (representation of two pools of 24 samples each), which eliminates small fragments, including unbound adapters and primer-dimers.

Agarose gel electrophoresis showing genomic digestion and PCR amplification of the libraries (A–C) The figure represents the agarose gel electrophoresis of the PstI digestion reaction after 16 h PstI digestion (A); PCR amplifications of the genomic (G) and methylomic (M) libraries before (B) and after (C) purification by AMPure XP magnetic beads (representation of two pools of 24 samples each), which eliminates small fragments, including unbound adapters and primer-dimers.

Second QC step

GBS-PCR: Test the efficiency of the DNA/barcodes ligation by GBS-PCR

A PCR reaction using specific primers targeting both Illumina adaptors (Figure 1) is performed to examine the efficacy of adaptor ligation. This is a quality validation of the ligation reaction because the PCR will only amplify DNA fragments successfully ligated to the Illumina adapters in the previous step. A successful ligation to both adapters will be the template for the amplification of fragments that can be detected in agarose gel electrophoresis. The expected outcome for this step is a smear concentrated in a region corresponding to 400 bps (±200 bps) on average (Figure 2B). This PCR product of the entire PstI reduced genomic fraction is then purified with magnetic beads (Figure 2C) before being sent for NGS. The PCR purification is an essential step that needs to be carefully performed in order to obtain a pure library, which minimizes the presence of primer-dimers and other small fragments. A high-efficiency purification approach based on solid-phase reversible immobilization magnetic beads from the AMPure XP kit (Beckman coulter (A63880) is employed to clean the PCR products (Quail et al., 2012) generating both the genomic and methylomic libraries. The expected outcome after the purification step is the elimination of any fragment below 200 bps of length, which corresponds to unbound adapters and primer-dimers, as can be seen at Figure 2C.

Third QC step

Choose the appropriate number of PCR cycles and conditions of the PCR program

The PCR is performed using taq polymerase from Thermo Fisher Scientific (EP0703). The PCR reaction mix is prepared according to the manufacturer's protocol. The temperatures, and number and length of cycles in the PCR reaction were adjusted in order to avoid primer dimers and generate unbiased amplification of the fragment constructs. In order to perform the PCR reaction, a suitable number of PCR cycles was first identified with the aim of obtaining a minimal amount of dimeric sub-products. For this, real-time quantitative PCR amplification curves were monitored. The end of the early non-exponential phase was considered of interest, as it represents the maximum amplification obtained where the PCR product is still on a linear increase in relation to the input. Based on this, 23 cycles are considered as the suitable number of PCR cycles for performing the amplification of the libraries produced with the GBS-MeDIP method on the human samples used in the present study (Figure 3). In case of a PCR optimization for a combination of enzyme and species different from those used in this study, this quality control optimization should be carried out and the ideal PCR cycle number should be identified.
Figure 3

Real time amplification curve of GBS MeDIP-PCR

Green line represents the number of cycles chosen; red lines represent the qPCR amplification curve of the library in triplicate, and the black line is the Ct threshold, which is the point where fluorescence of the PCR product can be detected above the background signal. The x and y axes represent number of cycles and fluorescence, respectively.

Real time amplification curve of GBS MeDIP-PCR Green line represents the number of cycles chosen; red lines represent the qPCR amplification curve of the library in triplicate, and the black line is the Ct threshold, which is the point where fluorescence of the PCR product can be detected above the background signal. The x and y axes represent number of cycles and fluorescence, respectively.

Fourth QC step

Assess the GBS-MeDIP library quality and quantity

In this step, the sizes of the library fragments are assessed through Bioanalyzer (Agilent Bioanalyzer 2100, Invitrogen), using the Agilent High Sensitivity DNA kit (Catalog numb. 5067-4626). One microliter of the final purified PCR product is sufficient to determine whether the final amplification of the libraries is successful (Figure 4). The expected outcome is a high concentration of the fragments ranging from 200- 600 bps, and as few fragments as possible below 200 bps.
Figure 4

High-sensitivity chip electropherogram of the purified libraries after PCR

The fragments pattern after GBS and GBS-MeDIP PCR purifications using AMpure XP magnetic beads. Green and purple lines show lower and upper markers, respectively. X and Y axes demonstrate the migration time (s) and fluorescence units (FU), respectively. Each number represents one fragment length in bps.

High-sensitivity chip electropherogram of the purified libraries after PCR The fragments pattern after GBS and GBS-MeDIP PCR purifications using AMpure XP magnetic beads. Green and purple lines show lower and upper markers, respectively. X and Y axes demonstrate the migration time (s) and fluorescence units (FU), respectively. Each number represents one fragment length in bps.

Limitations

In general, there are two main limitations of our method. One is the small number of CpGs interrogated relative to those present in the whole genome (reduced representation). The second is that the method does not allow to analyze the methylation status of individual CpGs within the same sequenced fragment. This is primarily because the immunoprecipitated fragments have been previously restricted with the PstI enzyme, resulting in that the methylation signal emerging from the binding of reads is of the same length across a specific region. Because these reads contain the same number of CpGs, all CpGs within a read will associate with the same signal. Thus, the representation of DNA methylation is based on fragment rather than on individual CpGs, unless a read contains only one CpG. However, the objective of our method is not to identify individual differentially methylated CpGs, rather scanning the genome for regions that will subsequently be validated by methodologies that investigate CpG methylation at single -nucleotide resolution (e.g., conventional bisulfite sequencing).

Troubleshooting

Problem 1

Step 5 – incomplete digestion

Possible reason

Samples have incorrect concentration measurements, or inaccuracy in the preparation of the enzyme mix.

Potential solution

Re-measure the DNA concentration with Qubit™ and make sure to use the same amount of input DNA for all your samples. Prepare the PstI and its buffer as a premix (according to the protocol) and mix them with DNA samples by pipetting well.

Problem 2

Step 6 –Adapter’s dimers Excess of adapters in the ligation step can enhance adapter dimer or the ligation of the adapters with very short and/or unspecific DNA fragments. Fragments from 128 to 132 bps (varying with the barcode length) are unwanted adapter dimers that can occur after ligation reaction and will hardly disappear after PCR purification using Ampure XP beads. Optimizing the amount of adapters for the DNA template is critical to reduce adapter dimers in the library and consequently to increase the sequencing yield. This procedure can be performed with a pool of the original samples. After pooling and Qiaquick PCR purification, a minimum amount of 50 ng of DNA is required as input in the PCR reaction to later check the amplification of the library and the absence of adapters dimers.

Problem 3

Step 10 – primer dimers overshadowing the library Excess primers during the electrophoresis can mask library fluorescence on the transilluminator. Fragments of 53 bps (PF:25+PR:28) length are primer dimers that can occur after PCR reaction and should disappear after PCR purification using Ampure XP beads. Optimize the amount of primer for DNA template to be amplified in your PCR reaction to reduce primer overrun after the reaction.

Problem 4

Step 14 – low or no concentration measured after the MeDIP The DNA pellet might have been lost during ethanol precipitation. Make sure to centrifuge the tube with the lid folds placed outwards, and pipet out the content placing the tip in the opposite side of the tube.

Problem 5

Step 15 –weak or no GBS MeDIP- PCR The presence of PCR inhibitor elements in the sample, such as ethanol or salt. Take measures to avoid contamination of the recovered DNA after DNA precipitation; For example, carefully pipet out all the remaining ethanol left after the washing steps. Moreover, re-do the ethanol precipitation/purification to remove Na2Cl excess. Also, remember to keep the ethanol and NaCl solutions on ice before using them for DNA precipitation.

Resource availability

Lead contact

Further information and requests for resources and reagents should be directed to and will be fulfilled by the lead contacts, Fábio Pértille (fabio.pertille@ebc.uu.se) and/or Carlos Guerrero Bosagna (carlos.guerrero.bosagna@ebc.uu.se).

Materials availability

This study did not generate new unique reagents.
REAGENT or RESOURCESOURCEIDENTIFIER
Antibodies

5-methylcytosine (5-mC) monoclonal antibody cl. b - ClassicDiagenodeCat#C15200006

Chemicals, peptides, and recombinant proteins

100 bp DNA LadderThermo ScientificCat#15628019
Agilent High Sensitivity DNA kitAgilentCat#5067- 4626
Cellulose Acetate (CA) Membrane Syringe FilterThermo ScientificCat#722-2520
dNTP mixNew England BiolabsCat#N0447L
Dream Taq DNA polymeraseThermo ScientificCat#EP0703
Ethanol for molecular biologyaMerckCat#64-17-5.
GlycogenThermo ScientificCat#AM9510
LightCycler® 480 SYBR Green I MasterRocheCat#4887352001
Nuclease-Free Ultra-Pure (UP) WaterQIAGENCat#129114
Orange DNA Loading Dye 6×Thermo ScientificCat#R0631
QIAGEN Proteinase KQIAGENCat#19131
Sodium chloride (NaCl) for molecular biologySigma-AldrichCat#S67442
Sodium phosphate dibasic for molecular biologybSigma-AldrichCat#S3264
Sodium phosphate monobasic for molecular biologySigma-AldrichCat#S3139
SYBR™ Safe DNA Gel StaincThermo ScientificCat#S33102
Triton X-100 for molecular biologydSigma-AldrichCat#T8787
UltraPure™ 0.5 M EDTA, pH 8.0Thermo ScientificCat#15575020
UltraPure™ 1 M Tris-HCI, pH 8.0eThermo ScientificCat#15568025
UltraPure™ SDS Solution, 10%fThermo ScientificCat#24730020

Critical commercial assays

Agencourt AMPure XPBeckman CoulterCat#A63880
Pierce™ Spin Cups – Paper FilterThermo ScientificCat#69700
Protein A/G PLUS-AgaroseSanta Cruz BiotechnologyCat#sc-2003
PstI restriction enzymeNew England BiolabsCat#R0140S
QIAquick PCR Purification KitQIAGENCat#28106
Qubit™ dsDNA Quantitation, high sensitivityThermo Fisher ScientificCat. No. Q32851
T4 DNA ligaseNew England BiolabsCat#M0202L

Oligonucleotides

Barcodes (see section “before you begin”)This paperN/A
Primers (see section “before you begin”)This paperN/A

Other

Bioanalyzer SystemAgilentCat#G2939BA
Centrifuge TubesN/AN/A
Digital Dry BathAccuBlock™; LabnetN/A
Digital ScaleN/AN/A
Filtered Pipette TipsN/AN/A
Gel Documentation SystemBio-RadCat#1708265
Horizontal Gel Electrophoresis SystemBio-RadCat#1640301
Lab glovesFisher ScientificN/A
Low protein Binding Collection TubesFisher ScientificCat#90411
Magnetic plateThermo ScientificCat#12331D
MicrocentrifugeThermo ScientificCat#75002411
Microcentrifuge tubesFisher ScientificCat#11326144
Microwave ovenNN-ST651; PanasonicN/A
Mini centrifugesThermo ScientificCat#75004061
Mini IncubatorLabnet Mini Incubator; LabnetN/A
Nanodrop SpectrophotometerThermo ScientificCat#ND-2000
Parafilm Laboratory Sealing Film PARAFILM®MerckN/A
PCR tubesThermo ScientificCat#AM12225
PipettesThermo ScientificN/A
qPCR plateStarlabCat#l1402-9800
qPCR plate sealStarlabCat#E2796-9795
Qubit™ 4 FluorometerThermo Fisher ScientificCat#Q33238
Real-Time PCR Thermocycler SystemRoche, LightCycler® 480 Instrument IICat#05015278001
Real-Time PCR White PlatesThermo ScientificCat#AB0900W
Refrigerated CentrifugeEppendorfN/A
Rotating MixerRotoBot™; BenchmarkN/A
ThermocyclerBio-RadCat#1852196
Vortex MixerThermo ScientificCat#88880017TS

5× IP Buffer

ReagentFinal concentrationAmount
Na-Phosphate 100 mM (pH 7.0)50 mM50 mL
NaCl 5 M0.7 M14 mL
Triton X-100 ∗CRITICAL0.25×250 μL
DNase free UP watern/a35.75 mL
Total100 mL

Digestion buffer

ReagentFinal concentrationAmount
Tris–HCl 1 M (pH 8.0)50 mM5 mL
EDTA 0.5 M (pH 8.0)10 mM2 mL
SDS 10%0.5%5 mL
DNase free UP watern/a88 mL
Totaln/a100 mL

TE buffer

ReagentFinal concentrationAmount
Tris–HCl 1 M (pH 7.5)10 mM1 mL
EDTA 0.5 M (pH 8.0)1 mM200 μL
DNase free UP watern/a98.8
Totaln/a100 mL

Annealing solution

ReagentFinal concentrationAmount
Forward Oligo 200 μM50 μM25 μL
Reverse oligo 200 μM50 μM25 μL
TE Buffern/a50 μL
Total50 μM100 μL

Stock solution of adapters

ReagentFinal concentrationAmount
barcode adapter 6 ng/μL [0.3 μM]300 ng50 μL
common adapter 100 ng/μL [5 μM]300 ng3 μL
TE Buffern/a147 μL
Total75 nM200 uL
Reagent (Cat#R0140S)Amount (1×)
PstI (20 U/μL)0.5 μL
10× NEB buffer3 μL
UP Nuclease free H2Ocomplete to final volume of 30 μL
Extracted DNA400 ng (calculate for each sample)
Total30 μL
Reagents (Cat#M0202L)Amount (1×)
DNA + adapters from step 6 (0.6 ng/μL)Up to 8 μL containing 100 ng of digested DNA + 3 μL of adapter (0.6 ng/μL)
UP Nuclease free H2Ocomplete to final volume of 30 μL
NEB Buffer 10×3 μL
NEB T4 DNA ligase1 μL
Total30 μL
PCR reactionAmount (1×)
Dream Taq buffer (10×)2.5 μL
UP Nuclease free H2Ocomplete to 25 μL
dNTP mix (10 mM)0.5 μL
Primer A (20 mM)0.55 μL
Primer B (20 mM)0.55 μL
Dream Taq enzyme (5 u/ μL)0.375 μL
DNA from step 950 ng
Total volume per PCR reaction25 μL
PCR cycling conditions
StepsTemperatureTimeCycles
Initial Denaturation95°C7 min1
Denaturation95°C1 min18 cycles
Annealing65°C30 s
Extension72°C30 s
Final extension72°C5 min1
Hold4°Cforever
PCR reaction
Dream Taq buffer (10×)2.5 μL
UP Nuclease free H2Ocomplete to 25 μL
dNTP mix (10 mM)0.5 μL
Primer A (20 mM)0.55 μL
Primer B (20 mM)0.55 μL
Dream Taq enzyme (5 u/ μL)0.375 μL
DNA from step 14p50 ng
Total volume per a PCR reaction25 μL
PCR cycling conditions
StepsTemperatureTimeCycles
Initial Denaturation95°C7 min1
Denaturation95°C1 min23 cycles
Annealing65°C30 s
Extension72°C30 s
Final extension72°C5 min1
Hold4°Cforever
  14 in total

1.  Genome-wide analysis of aberrant methylation in human breast cancer cells using methyl-DNA immunoprecipitation combined with high-throughput sequencing.

Authors:  Yoshinao Ruike; Yukako Imanaka; Fumiaki Sato; Kazuharu Shimizu; Gozoh Tsujimoto
Journal:  BMC Genomics       Date:  2010-02-25       Impact factor: 3.969

2.  Evaluation and optimisation of preparative semi-automated electrophoresis systems for Illumina library preparation.

Authors:  Michael A Quail; Yong Gu; Harold Swerdlow; Matthew Mayho
Journal:  Electrophoresis       Date:  2012-11-12       Impact factor: 3.535

3.  DNA methylation variation in the brain of laying hens in relation to differential behavioral patterns.

Authors:  Carlos Guerrero-Bosagna; Fábio Pértille; Yamenah Gomez; Shiva Rezaei; Sabine G Gebhardt-Henrich; Sabine Vögeli; Ariane Stratmann; Bernhard Voelkl; Michael J Toscano
Journal:  Comp Biochem Physiol Part D Genomics Proteomics       Date:  2020-06-02       Impact factor: 2.674

4.  Genome-wide association study reveals genes associated with the absence of intermuscular bones in tambaqui (Colossoma macropomum).

Authors:  J R S Nunes; F Pértille; S C S Andrade; C A Perazza; P M S Villela; V M F Almeida-Val; Z-X Gao; L L Coutinho; A W S Hilsdorf
Journal:  Anim Genet       Date:  2020-10-01       Impact factor: 3.169

5.  A robust, simple genotyping-by-sequencing (GBS) approach for high diversity species.

Authors:  Robert J Elshire; Jeffrey C Glaubitz; Qi Sun; Jesse A Poland; Ken Kawamoto; Edward S Buckler; Sharon E Mitchell
Journal:  PLoS One       Date:  2011-05-04       Impact factor: 3.240

6.  Genome-wide association study for performance traits in chickens using genotype by sequencing approach.

Authors:  Fábio Pértille; Gabriel Costa Monteiro Moreira; Ricardo Zanella; José de Ribamar da Silva Nunes; Clarissa Boschiero; Gregori Alberto Rovadoscki; Gerson Barreto Mourão; Mônica Corrêa Ledur; Luiz Lehmann Coutinho
Journal:  Sci Rep       Date:  2017-02-09       Impact factor: 4.379

7.  Mutation dynamics of CpG dinucleotides during a recent event of vertebrate diversification.

Authors:  Fábio Pértille; Vinicius H Da Silva; Anna M Johansson; Tom Lindström; Dominic Wright; Luiz L Coutinho; Per Jensen; Carlos Guerrero-Bosagna
Journal:  Epigenetics       Date:  2019-05-09       Impact factor: 4.528

8.  High-throughput and Cost-effective Chicken Genotyping Using Next-Generation Sequencing.

Authors:  Fábio Pértille; Carlos Guerrero-Bosagna; Vinicius Henrique da Silva; Clarissa Boschiero; José de Ribamar da Silva Nunes; Mônica Corrêa Ledur; Per Jensen; Luiz Lehmann Coutinho
Journal:  Sci Rep       Date:  2016-05-25       Impact factor: 4.379

9.  DNA methylation in canine brains is related to domestication and dog-breed formation.

Authors:  Ann-Sofie Sundman; Fábio Pértille; Luiz Lehmann Coutinho; Elena Jazin; Carlos Guerrero-Bosagna; Per Jensen
Journal:  PLoS One       Date:  2020-10-29       Impact factor: 3.240

View more
  1 in total

1.  Practical application of a Bayesian network approach to poultry epigenetics and stress.

Authors:  Emiliano A Videla Rodriguez; Fábio Pértille; Carlos Guerrero-Bosagna; John B O Mitchell; Per Jensen; V Anne Smith
Journal:  BMC Bioinformatics       Date:  2022-07-01       Impact factor: 3.307

  1 in total

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