Literature DB >> 34849489

Protocol for scChaRM-seq: Simultaneous profiling of gene expression, DNA methylation, and chromatin accessibility in single cells.

Rui Yan1,2,3, Xin Cheng1,2,3, Fan Guo1,2,3,4.   

Abstract

Single-cell multi-omics sequencing technology can infer cell heterogeneity and reveal relationships across molecular layers. Combining single-cell RNA sequencing, DNA methylation, and chromatin accessibility allows a multimodal understanding of cell function and epigenetic regulation within individual cells. Here, we offer a protocol to perform scChaRM-seq (single-cell chromatin accessibility, RNA barcoding, and DNA methylation sequencing), which has been applied to study de novo DNA methylation and its relationship with transcription and chromatin accessibility in single human oocytes. For complete details on the use and execution of this protocol, please refer to Yan et al. (2021).
© 2021 The Author(s).

Entities:  

Keywords:  Gene Expression; Genomics; Molecular Biology; RNAseq; Sequencing; Single Cell

Mesh:

Substances:

Year:  2021        PMID: 34849489      PMCID: PMC8608654          DOI: 10.1016/j.xpro.2021.100972

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


Before you begin

Techniques for evaluation of single-cell DNA methylome with other molecular layers have been reported in recent years (Angermueller et al., 2016; Clark et al., 2018). We previously developed scCOOL-seq (single-cell Chromatin Overall Omic-scale Landscape sequencing) to perform multimodal sequencing of both DNA methylation and chromatin accessibility in single cells (Gu et al., 2019; Guo et al., 2017). Moreover, we have achieved high mapping efficiency for bisulfite-converted gDNA sequencing through a tailing- and ligation-free method for single cells (TAILS) (Gu et al., 2019). Recently, we combined single-cell barcoded RNA sequencing (Dong et al., 2018; Gu et al., 2019) with DNA methylation and chromatin accessibility profiling to generate a single-cell multi-omics sequencing method named scChaRM-seq (Yan et al., 2021). We have used scChaRM-seq to study the pattern of the DNA methylation establishment in human oocytes (Yan et al., 2021). In this STAR Protocol, we describe detailed steps on how to construct scChaRM-seq libraries (Figure 1) from mouse embryonic stem cells (ESCs). This protocol allows sequencing of up to 96 single-cell RNA (DNA) libraries in one batch, which is suitable for analyzing precious cell samples.
Figure 1

Scheme of scChaRM-seq

Individual cell was picked, lysed and underwent in vitro GpC methylation. mRNA was magnetically separated from released gDNA. Single-cell DNA and RNA were subjected to TAILS or RNA barcoding procedures respectively.

Use RNaseZap and DNA-OFF to clean the workbench before starting the experiment. Multichannel pipettes are very useful to improve work efficiency and reduce the time costs. Make sure that the pipette tips (filter tips) and centrifuge (or PCR) tubes used are both RNase-free and DNase-free. Scheme of scChaRM-seq Individual cell was picked, lysed and underwent in vitro GpC methylation. mRNA was magnetically separated from released gDNA. Single-cell DNA and RNA were subjected to TAILS or RNA barcoding procedures respectively.

Preparation of stock solutions

Timing: 1–2 h Prepare the stock solutions according to “stock solution” in materials and equipment before the start of this experiment. Store them at a suitable temperature until use.

Conjugation of biotinylated oligo-dT primer to magnetic beads

Timing: 2–3 h For each of the 24 barcoded & biotinylated oligo-dT primers (Table 1): add 5 μL of Dynabeads™ MyOne™ Streptavidin C1 beads to a 1.5-mL DNA LoBind Tube.
Table 1

Twenty-four barcoded & biotinylated oligo-dT primers

PrimerSequence
Biotin-oligodT-#1/Biotin/TCAGACGTGTGCTCTTCCGATCTAACGTGATNNNNNNNNTTTTTTTTTTTTTTTTTTTTTTTTT
Biotin-oligodT-#2/Biotin/TCAGACGTGTGCTCTTCCGATCTAAACATCGNNNNNNNNTTTTTTTTTTTTTTTTTTTTTTTTT
Biotin-oligodT-#3/Biotin/TCAGACGTGTGCTCTTCCGATCTATGCCTAANNNNNNNNTTTTTTTTTTTTTTTTTTTTTTTTT
Biotin-oligodT-#4/Biotin/TCAGACGTGTGCTCTTCCGATCTAGTGGTCANNNNNNNNTTTTTTTTTTTTTTTTTTTTTTTTT
Biotin-oligodT-#5/Biotin/TCAGACGTGTGCTCTTCCGATCTACCACTGTNNNNNNNNTTTTTTTTTTTTTTTTTTTTTTTTT
Biotin-oligodT-#6/Biotin/TCAGACGTGTGCTCTTCCGATCTACATTGGCNNNNNNNNTTTTTTTTTTTTTTTTTTTTTTTTT
Biotin-oligodT-#7/Biotin/TCAGACGTGTGCTCTTCCGATCTCAGATCTGNNNNNNNNTTTTTTTTTTTTTTTTTTTTTTTTT
Biotin-oligodT-#8/Biotin/TCAGACGTGTGCTCTTCCGATCTCATCAAGTNNNNNNNNTTTTTTTTTTTTTTTTTTTTTTTTT
Biotin-oligodT-#9/Biotin/TCAGACGTGTGCTCTTCCGATCTCGCTGATCNNNNNNNNTTTTTTTTTTTTTTTTTTTTTTTTT
Biotin-oligodT-#10/Biotin/TCAGACGTGTGCTCTTCCGATCTACAAGCTANNNNNNNNTTTTTTTTTTTTTTTTTTTTTTTTT
Biotin-oligodT-#11/Biotin/TCAGACGTGTGCTCTTCCGATCTCTGTAGCCNNNNNNNNTTTTTTTTTTTTTTTTTTTTTTTTT
Biotin-oligodT-#12/Biotin/TCAGACGTGTGCTCTTCCGATCTAGTACAAGNNNNNNNNTTTTTTTTTTTTTTTTTTTTTTTTT
Biotin-oligodT-#13/Biotin/TCAGACGTGTGCTCTTCCGATCTAACAACCANNNNNNNNTTTTTTTTTTTTTTTTTTTTTTTTT
Biotin-oligodT-#14/Biotin/TCAGACGTGTGCTCTTCCGATCTAACCGAGANNNNNNNNTTTTTTTTTTTTTTTTTTTTTTTTT
Biotin-oligodT-#15/Biotin/TCAGACGTGTGCTCTTCCGATCTAACGCTTANNNNNNNNTTTTTTTTTTTTTTTTTTTTTTTTT
Biotin-oligodT-#16/Biotin/TCAGACGTGTGCTCTTCCGATCTAAGACGGANNNNNNNNTTTTTTTTTTTTTTTTTTTTTTTTT
Biotin-oligodT-#17/Biotin/TCAGACGTGTGCTCTTCCGATCTAAGGTACANNNNNNNNTTTTTTTTTTTTTTTTTTTTTTTTT
Biotin-oligodT-#18/Biotin/TCAGACGTGTGCTCTTCCGATCTACACAGAANNNNNNNNTTTTTTTTTTTTTTTTTTTTTTTTT
Biotin-oligodT-#19/Biotin/TCAGACGTGTGCTCTTCCGATCTACAGCAGANNNNNNNNTTTTTTTTTTTTTTTTTTTTTTTTT
Biotin-oligodT-#20/Biotin/TCAGACGTGTGCTCTTCCGATCTACCTCCAANNNNNNNNTTTTTTTTTTTTTTTTTTTTTTTTT
Biotin-oligodT-#21/Biotin/TCAGACGTGTGCTCTTCCGATCTACGCTCGANNNNNNNNTTTTTTTTTTTTTTTTTTTTTTTTT
Biotin-oligodT-#22/Biotin/TCAGACGTGTGCTCTTCCGATCTACGTATCANNNNNNNNTTTTTTTTTTTTTTTTTTTTTTTTT
Biotin-oligodT-#23/Biotin/TCAGACGTGTGCTCTTCCGATCTACTATGCANNNNNNNNTTTTTTTTTTTTTTTTTTTTTTTTT
Biotin-oligodT-#24/Biotin/TCAGACGTGTGCTCTTCCGATCTAGAGTCAANNNNNNNNTTTTTTTTTTTTTTTTTTTTTTTTT
Twenty-four barcoded & biotinylated oligo-dT primers Four biotinylated indexing primers Place the tube on a magnetic rack for 30 s, then remove and discard the supernatant. Wash the beads with 200 μL of 2× B&W buffer on the magnetic rack and remove the supernatant. Carefully remove the tube from the magnetic rack, add 5 μL of 2× B&W buffer and 5 μL of 100 μM barcoded & biotinylated Oligo-dT primer to cover the beads. Re-suspend the beads with a vortexer, then incubate for 20 min at 25°C on a rotator. Place the tube on a magnetic rack for 30 s, and then remove and discard the supernatant. Wash the beads 4 times with 200 μL of 1× B&W buffer on the magnetic rack (Dilute the 2× B&W buffer using nuclease-free water). Wash the beads once with 200 μL of TE buffer (10 mM Tris-HCl, 1 mM EDTA, PH 7.5) on the magnetic rack. Carefully remove the tube from the magnetic rack, add 40 μL of TE buffer and keep at 4°C for less than 1 week. A total number of twenty-four different barcoded & biotinylated oligo-dT primers were synthesized (Integrated DNA Technologies, Inc.). This step allows preparation of barcoded oligo-dT-C1 beads sufficient for 96 single cells.

Key resources table

We suppose that the listed reagents, kits and consumable items from alternatives of commercial suppliers could also be used instead.

Materials and equipment

Stock solutions 2× B&W buffer Store at 4°C (stable at least for 6 months). DNA wash buffer Store at 4°C for up to 1 week. Right before use, add 10 μL RNase inhibitor (40 U/μL) per 1 mL of buffer. CRITICAL: Handle DTT in a draft chamber and wear protective gloves as it is toxic upon inhalation.

Work solutions

Re-suspend buffer Prepare right before use. LM buffer Prepare right before use. RT reaction buffer Prepare right before use. PCR preamplification mixture Prepare right before use. Indexing PCR mixture Prepare right before use. NEB final PCR mixture Prepare right before use. 1st round priming mixture Prepare right before use. dC tailing mixture Prepare right before use. 2nd round priming mixture Prepare right before use. DNA final PCR mixture Prepare right before use. This protocol uses Fragment analyzer (AATI) to assess the fragment size distribution of the RNA and DNA libraries. There are also several commercial capillary electrophoresis systems that can implement the analysis of library size distribution. For example, the Bioanalyzer (Agilent), P/ACE MDQ (Beckman) or LabChip (PerkinElmer). Researchers should choose appropriate instrument to analyze fragment size distribution of sequencing libraries.

Step-by-step method details

The scChaRM-seq could be applied to various types of mammalian cells (if a cell contains poly-A tailed mRNA, DNA methylation modification and chromosomes), including cell lines and tissue cells. In this protocol, we took use of mouse embryonic stem cells (ES cells or ESCs) as an example cell line to describe step-by-step method details.

Preparation single-cell suspension of mouse ESCs

Timing: 3 days Routine culture of mouse ES cells follows the published protocol (Samuelson and Metzger, 2006) under either 2i- or serum- containing media (Ficz et al., 2013). Single-cell suspension is prepared during propagation after cell detachment by using trypsin. The viability of mouse ES cells should be above 95% (Figure 2).
Figure 2

Typical morphology and viability of mouse ES cells

(A) Clone morphology of mouse ES cells.

(B) Examination of cell viability by trypan blue staining (CountessTM 3 FL Automated Cell Counter).

Typical morphology and viability of mouse ES cells (A) Clone morphology of mouse ES cells. (B) Examination of cell viability by trypan blue staining (CountessTM 3 FL Automated Cell Counter).

Single-cell lysis and in vitro GpC methylation

Timing: 1–2 h All the buffer and reaction mixtures should be prepared on ice. Prepare lysis & in vitro methylation buffer (LM buffer) for individual cell. Add 2.5 μL LM buffer to each 0.25-mL PCR tube and place the tube on ice. Manually pick individual cell under the stereo-microscope with mouth-pipette, and transfer single cell into 0.25-mL PCR tube containing ice-cold LM buffer. One needs practice to perform step 3. For how to use mouth-pipette to manually selecting single cells, please refer to Lipovsek et al. (2020) as a learning example (Lipovsek et al., 2020). Vortex briefly and centrifuge at 1,000× g for 1 min at 4°C, then immediately place the tube back on ice. Incubate single cell sample in a thermal cycler at 37°C for 15 min. After incubation, centrifuge at 7,500 × g for 1 min at 4°C and put the sample back on ice. Add 5 μL of Buffer RLT Plus to each single cell sample. Vortex briefly and incubate the mixture at 25°C for 5 min. Quickly centrifugation (7,500 × g for 30 s) and proceed to the next step, or transfer samples to a −80°C freezer. Pause point: The in vitro methylated cell samples can be stored at −80°C for several days. CRITICAL: Because PMSF is toxic, wear protective gloves, eye/face protection and protective clothing to avoid accidentally inhalation while handling.

Separation of mRNA from lysate

Timing: 0.5–1 h For each barcoded oligo-dT-C1 beads: transfer 10 μL of oligo-dT-C1 beads to a 0.25-mL PCR tube, and place it on a magnetic rack for 1 min, and then remove and discard the supernatant. Remove tube from magnetic rack, re-suspend the beads with 10 μL of re-suspend buffer and keep it on ice. Add 10 μL of oligo-dT-C1 beads to the 7.5 μL of single cell lysate. Vortex briefly and incubate for 10 min at 25°C. Briefly spin down the sample on a benchtop mini centrifuge, place the tube on a magnetic rack for 1 min and transfer the supernatant to a new 0.25-mL PCR tube, keep it on ice. Wash the beads on the magnetic rack once with 30 μL of DNA wash buffer for 5 min and transfer the supernatant to the same tube containing gDNA from a single cell. Collect the released gDNA from a single cell (47.5 μL in total) on ice and keep it at −80°C until further processing. Pause point: The gDNA can be stored at −80°C for several weeks. CRITICAL: The mRNA captured on the oligo-dT-C1 beads needs to be processed to the next step immediately.

Reverse transcription

Timing: 2 h Prepare the reverse transcription reaction buffer (RT reaction buffer). Add 5 μL of RT reaction buffer to the remaining beads containing mRNA from a single cell. Vortex briefly and spin down quickly. Incubate the reaction in a thermal cycler with a heated lid (105°C), as detailed below:

PCR preamplification

Timing: 3 h Centrifuge the RT sample at 7,500 × g for 1 min. Prepare the PCR preamplification mixture for a single cell. Add 7.5 μL of PCR preamplification mixture to each single-cell sample. Vortex briefly and spin down quickly. Perform the PCR in a thermal cycler (lid temp. 105°C) by using the following program: Quantification the concentration of single-cell cDNA by the Qubit Fluorometer. The total number of PCR cycles depends on the RNA content in different type of cells. 18 cycles indicated in this protocol are suitable for mouse embryonic stem cells. The number of cycles can be increased for cells which have limited mRNA (e.g., cumulus cells, 20 cycles) or decreased for cells which have abundant mRNA (e.g., oocytes, 16 cycles). Pause point: PCR products can be stored at −20°C for several weeks.

cDNA purification

Timing: 1–1.5 h Pool 6 μL of the PCR products from each single-cell sample which are labeled by one of twenty-four different barcodes. Purify once with Zymo DNA Clean & Concentrator-5 Kit according to the manufacturer’s protocol, elute in 50 μL elution buffer. Quantification the concentration of single-cell cDNA by the Qubit Fluorometer. Add 40 μL of equilibrated AMPure XP beads to each single-cell sample and mix by vortex to make the solution homogeneous. Incubate the mixture for 10 min at 25°C to let the DNA bind to the beads. Place the tube on the magnetic rack for 5 min until the solution is clear and the beads have been collected at one corner of the well. Carefully remove and discard the liquid without disturbing the beads. Wash the beads twice with 200 μL 80% (vol/vol) ethanol solution. Remove any trace of ethanol and let the beads dry completely (usually 3–5 min). Before removing tube from the magnetic rack, add 30 μL elution buffer. Mix by vortex, incubate the tube off the magnetic rack for 2 min. Place the tube on the magnetic rack and leave it until the solution appears clear and beads have accumulated in a corner of the well. Collect the supernatant without disturbing the beads and transfer it to a fresh 1.5-mL DNA LoBind Tube. Measure the concentration of cDNA by the Qubit Fluorometer. Pause point: Single-cell cDNA can be stored at −20°C for several weeks.

Quality check of the cDNA

Timing: 1 h Check the size distribution of the cDNA on a Fragment analyzer. A good cDNA sample should show a peak approximately at 1–2 kb, and the yield of the cDNA sample is approximately more than 50 ng.

Indexing PCR amplification

Timing: 1 h Prepare the indexing PCR (Table 2) mixture for pooled single-cell cDNA. Use ∼40 ng cDNA as template, add 29 μL of indexing PCR mixture to each single-cell sample to a total volume of 50 μL. Vortex briefly and spin down quickly.
Table 2

Four biotinylated indexing primers

PrimerSequence
Index-primer-#1/Biotin/CAAGCAGAAGACGGCATACGAGATCTCTACGTGACTGGAGTTCAGACGTGTGCTCTTCCGATC
Index-primer-#2/Biotin/CAAGCAGAAGACGGCATACGAGATGCTACCGTGACTGGAGTTCAGACGTGTGCTCTTCCGATC
Index-primer-#3/Biotin/CAAGCAGAAGACGGCATACGAGATGCTCATGTGACTGGAGTTCAGACGTGTGCTCTTCCGATC
Index-primer-#4/Biotin/CAAGCAGAAGACGGCATACGAGATTGCCATGTGACTGGAGTTCAGACGTGTGCTCTTCCGATC
Perform the PCR in a thermal cycler (lid temp. 105°C) by using the following program: Add 40 μL of equilibrated AMPure XP beads to PCR products, purify once and elute with 30 μL elution buffer (For detailed steps of purifying DNA with AMPure XP beads, please refer to “cDNA purification” above). Quantification the cDNA concentration by the Qubit Fluorometer. Pause point: PCR products can be stored at −20°C for several weeks.

cDNA library construction

Timing: 3 h Following the manufacturer’s protocol, fragmentation of cDNA sample by the CovarisTM to achieve peak distribution around 300–350 bp. The default programs and settings are pre-installed by the manufacturer, and could be easily selected to use. After sonication, purify once with Zymo DNA Clean & Concentrator-5 Kit according to the manufacturer’s protocol, elute in 50 μL elution buffer. Purify once with 50 μL of equilibrated AMPure XP beads, elute in 50 μL nuclease-free water (For detailed steps of purifying DNA with AMPure XP beads, please refer to “cDNA purification” above). Take 10 μL of Dynabeads™ MyOne™ Streptavidin C1 beads into 1.5-mL tube, wash the beads once with 200 μL 2× B&W buffer on magnetic rack, re-suspend beads with 50 μL 2× B&W buffer by vortex. Incubate 50 μL of eluted cDNA sample with re-suspended beads at 25°C for 30 min. After incubation, put each tube on magnetic rack, then discard the supernatant. Add 100 μL 1× B&W buffer to wash beads, then add 100 μL elution buffer to wash beads again. Re-suspend beads in 50 μL nuclease-free water and keep it on ice. Following the manufacturer’s protocol of the NEBNext Ultra II DNA Library Prep Kit, then perform “End repair” and “Adapter ligation” steps. After incubation with the USER enzyme for 15 min, spin down and put each tube on magnetic rack, discard the supernatant. Add 100 μL elution buffer to wash beads, then discard the supernatant. Re-suspend beads in 11 μL nuclease-free water.

PCR amplification

Timing: 2 h Add 11 μL of adaptor ligated cDNA fragments to 14 μL of NEB final PCR mixture. Perform PCR amplification (lid temp. 105°C) as follows: Purify the PCR mix twice by equilibrated AMPure XP beads and elute in 30 μL of elution buffer (For detailed steps of purifying DNA with AMPure XP beads, please refer to “cDNA purification” above). Measure the concentration of RNA library by the Qubit Fluorometer.

Quality check of the final RNA library

Timing: 1 h Check the size distribution of the final RNA library on a Fragment analyzer. A good RNA library is approximately more than 100 ng, and usually ranges from 200 bp to 800 bp.

Purification of genomic DNA

Timing: 1 h Purify the gDNA with 47.5 μL of equilibrated AMPure XP beads (For detailed steps of purifying DNA with AMPure XP beads, please refer to “cDNA purification” above). Elute gDNA with 10 μL of nuclease-free water, and transfer the gDNA to a new 0.25-mL PCR tube.

Bisulfite conversion of gDNA

Timing: 3.5 h Use EZ-96 DNA Methylation-Direct MagPrep Kit following the manufacturer’s protocol to conduct CT conversion of gDNA from single cell. DNA was bisulfite converted as follows: Add 10 ng of carrier RNA to each sample before purification and elute DNA with 10 μL of elution buffer. Incubate at 55°C for 4 min and transfer 9.25 μL to a new 0.25-mL PCR tube.

DNA libraries construction by TAILS

Timing: 5 h Incubate the 9.25 μL of bisulfite converted and purified gDNA at 65°C for 3 min; 4°C for pause to stretch the DNA strand. Add 3.25 μL of 1st round priming mixture to each single-cell DNA sample. Perform the first random priming as follows: Add 3 μL of Exo-SAP IT Express to each single-cell sample to remove the remaining primers as follows: After incubation, transfer immediately to ice. Add 5 μL of dC tailing mixture to single-cell sample. Incubate sing-cell sample as follows: After incubation, transfer immediately to ice. Add 5 μL of 2nd round priming mixture to single-cell sample. Synthesize the second DNA strands as follows: After incubation, transfer immediately to ice. Pause point: After the second-round priming, samples can be stored at −20°C for 1 day.

Purification and PCR amplification

Timing: 1.5–2 h Purify the single-cell DNA samples once with equilibrated AMPure XP beads, elute with 12 μL of nuclease-free water and transfer 11 μL to a new 0.25-mL PCR tube (For detailed steps of purifying DNA with AMPure XP beads, please refer to “cDNA purification” above). Add 14 μL DNA final PCR mixture to the 11 μL of purified DNA sample, vortex and spin down briefly. Perform the PCR amplification (lid temp. 105°C) as follows:

Pooling and gel recovery

Timing: 2–2.5 h Pooling the PCR products together: 12.5 μL of each single-cell's DNA for 24 samples. Purify with Zymo DNA Clean & Concentrator-5 Kit according to the manufacturer’s protocol, elute in 20 μL of nuclease-free water. After 1.5% agarose electrophoresis, recover the DNA between 400-bp and 1,000-bp by using the Zymoclean Gel DNA Recovery Kit according to the manufacturer’s protocol. Purify the DNA with equilibrated AMPure XP beads, elute with 20 μL of elution buffer (For detailed steps of purifying DNA with AMPure XP beads, please refer to “cDNA purification” above).

Quality check of the final DNA library

Timing: 1 h Quantify the libraries and check the size distribution with a Fragment Analyzer. The yield of the DNA library is approximately more than 30 ng, and the size distribution is between 400 bp and 1 kb.

Expected outcomes

This protocol describes the construction of scChaRM-seq libraries. The constructed libraries can be applied for next-generation sequencing (NGS) to obtain multi-omics datasets including transcriptome, DNA methylome and chromatin accessibility. For more details, please refer to our recent publications (Yan et al., 2021). The yield of the RNA and DNA libraries can be firstly analyzed using Qubit Fluorometer. Generally, the yield of the RNA library is approximately more than 100 ng, and the yield of the DNA library is approximately more than 30 ng. The fragment analyzer can be used to check the size distribution of both the DNA and RNA libraries. When construction of the RNA library, inspect the quality of the cDNA are also necessary. A good cDNA sample should show a peak approximately at 1–2 kb (Figure 3).
Figure 3

The size distribution of scChaRM-seq cDNA

A typical result of scChaRM-seq cDNA sample from the AATI Fragment Analyzer.

The size distribution of scChaRM-seq cDNA A typical result of scChaRM-seq cDNA sample from the AATI Fragment Analyzer. For the final RNA library, the distribution of the fragments usually ranges from 200 bp to 800 bp, the expected peak should be around 400 bp (Figure 4).
Figure 4

The size distribution of scChaRM-seq RNA library

A typical result of scChaRM-seq RNA library from the AATI Fragment Analyzer.

The size distribution of scChaRM-seq RNA library A typical result of scChaRM-seq RNA library from the AATI Fragment Analyzer. For the DNA library, a peak will be observed around 600bp and the size distribution is between 400 bp and 1 kb (Figure 5). It is important that the lower molecular weight fragments (below 150bp) should not be present in both RNA and DNA libraries, this will affect sequencing results (Figures 4 and 5).
Figure 5

The size distribution of scChaRM-seq DNA library

A typical result of scChaRM-seq DNA library from the AATI Fragment Analyzer.

The size distribution of scChaRM-seq DNA library A typical result of scChaRM-seq DNA library from the AATI Fragment Analyzer.

Limitations

The scChaRM-seq method has achieved multi-omics profiling with moderate throughput, combining the multiplex sequencing of single-cell RNA with DNA methylation and chromatin accessibility. However, the scChaRM-seq is on the low throughput for scRNA-seq compared with other single-cell RNA-seq methods such as 10× Genomics platform (Zheng et al., 2017). Efforts on elevating the throughput for single-cell multi-omics sequencing are still needed.

Troubleshooting

Problem 1

The cell viability is low (step 3).

Potential solution

In general, cells should be at least 90% viable before use. When the cell viability is low, RNA quality from single cells may be poor. We usually use automated cell counter to measure cell viability; one could also use a blood counting chamber for cell counting after trypan blue staining.

Problem 2

The yield of the cDNA sample is very low (step 37). Generally, the yield of the cDNA sample is approximately more than 50 ng when quantified using Qubit Fluorometer. If you got a very low cDNA yield, it might be because the total number of PCR cycles is not enough. The number of PCR cycles depends on the RNA content in different type of cells. 18 cycles indicated in this protocol are suitable for mouse embryonic stem cells. You can increase the number of cycles for cells which have limited mRNA.

Problem 3

The quality of the cDNA sample is poor (step 38). As shown in Figure 3, a good cDNA sample should show a peak approximately at 1–2 kb. If your cDNA sample showed a huge peak lower than 500bp, the mRNA might be degraded. You can use RNaseZap to clean work bench and equipment before starting the experiment. Make sure that the pipette tips (filter tips) and centrifuge (or PCR) tubes are both RNase-free. Besides, it is also very important to examine the cell viability before picking up single cells and perform downstream experiments.

Problem 4

The DNA recovery efficiency is low (step 59–78). During the construction of single-cell DNA libraries, the amount of input DNA is very limited. Therefore, one needs to ensure that DNA is efficiently recovered in the purification steps. It’s better to use the DNA LoBind tubes to store DNA samples. Moreover, when introducing the DNA recovery kit or AMPure XP beads for purification procedures, ensure those reagents are still in usable date and follow the manufacturer’s instructions.

Problem 5

The yield of the DNA library is very low (step 79). Generally, the yield of the DNA library is approximately more than 30ng when quantified using Qubit Fluorometer. If you got a very low DNA yield, there might be two possible reasons. The first one is the loss of input gDNA during purification steps, you may try to use DNA low-bind tubes and increase the number of PCR cycles. The second one is gDNA might be degraded by DNase, you should use DNase-free tips and tubes when handling single-cell DNA samples. Additionally, you can use reagent to minimize DNase contamination from work bench before starting the experiment. The amount of the gDNA from a single cell is very limited, it is important to avoid loss of input gDNA when handling single-cell samples.

Resource availability

Lead contact

Further information and requests for resources and reagents should be directed to and will be fulfilled by the lead contact, Fan Guo (guofan@ioz.ac.cn).

Materials availability

This study did not generate new unique reagents.
REAGENT or RESOURCESOURCEIDENTIFIER
Chemicals, peptides, and recombinant proteins

Dynabeads™ MyOne™ Streptavidin C1Thermo Fisher ScientificCat# 65002
UltraPure 1 M Tris-HCl, pH 7.5Thermo Fisher ScientificCat# 15567-027
0.5 M EDTA, pH 8.0, RNase freeThermo Fisher ScientificCat# AM9260G
dNTP mixThermo Fisher ScientificCat# R0192
Nuclease-free waterThermo Fisher ScientificCat# AM9932
Tween-20 (50% solution)Thermo Fisher ScientificCat# 003005
λDNAThermo Fisher ScientificCat# SD0021
Phenylmethanesulfonyl fluoride (PMSF)Thermo Fisher ScientificCat# 36978
dCTPThermo Fisher ScientificCat# R0151
Terminal Deoxynucleotidyl Transferase (TDT)Thermo Fisher ScientificCat# EP0162
Superscript II reverse transcriptaseThermo Fisher ScientificCat# 18064071
5M Sodium chloride solution (NaCl)Sigma-AldrichCat# S5150
BetaineSigma-AldrichCat# 61962-50G
Nonidet P-40 substituteSigma-AldrichCat# 11332473001
Recombinant RNase Inhibitor (40 U/μL)Takara BioCat# 2313B
GpC Methyltransferase (M.CviPI)New England BiolabsCat# M0227L
Buffer RLT PlusQiagenCat# 1053393
Carrier RNAQiagenCat# 1068337
Klenow (3′→ 5′ exo-)QiagenCat# P7010-HC-L
Magnesium chloride (MgCl2)VMRCat# J364-100G
2× KAPA HiFi HS ReadyMixRocheCat# 7958935001
Exo-SAP IT ExpressApplied BiosystemsCat# 75001
AMPure XP beadsBeckman coulterCat# A63882
Ethanol, absoluteIn houseN/A

Critical commercial assays

DNA Clean & Concentrator-5 KitZYMO RESEARCHCat# D4014
EZ-96 DNA Methylation-Direct MagPrep KitZYMO RESEARCHCat# D5045
Zymoclean Gel DNA Recovery KitZYMO RESEARCHCat# D4008
NEBNext Ultra II DNA Library Prep KitNew England BiolabsCat# E7645L
NEBNext Multiplex Oligos for Illumina (Index Primers Set 1)New England BiolabsCat# E7335
NEBNext Multiplex Oligos for Illumina (Index Primers Set 2)New England BiolabsCat# E7500
Qubit dsDNA high-sensitivity kitInvitrogenCat# Q32851

Oligonucleotides

TSO primer:AAGCAGTGGTATCAACGCAGAGTACATrGrG+GIntegrated DNA TechnologiesN/A
ISPCR primer:AAGCAGTGGTATCAACGCAGAGTIntegrated DNA TechnologiesN/A
P2 primer:GTGACTGGAGTTCAGACGTGTGCTCTTCCGATCIntegrated DNA TechnologiesN/A
QP2 primer:CAAGCAGAAGACGGCATACGAIntegrated DNA TechnologiesN/A
Short Universal primer:AATGATACGGCGACCACCGAGATCTACACTCTTTCCCTACACGACIntegrated DNA TechnologiesN/A
P5-N6-oligo:CTACACGACGCTCTTCCGATCTN6Integrated DNA TechnologiesN/A
P7-G6-oligo:AGACGTGTGCTCTTCCGATCTG6HNIntegrated DNA TechnologiesN/A

Other

DNA LoBind Tubes, 1.5 mLEppendorfCat# 0030108051
DNA LoBind Tubes, 2.0 mLEppendorfCat# 0030108078
50-mL High Clarity PP Centrifuge TubeCorningCat# 352070
0.2-mL Thin Wall PCR Tubes with Flat CapAxygenCat# PCR-02-C
Magnetic Rack for 0.2-mL PCR tubesThermo Fisher ScientificCat# 492025
Magnetic Rack for 2.0-mL centrifuge tubesThermo Fisher ScientificCat# 12321D
Blue Light Gel ImagerN/AN/A
microTUBE Snap-CapCovarisCat# 520045
Qubit FluorometerThermo Fisher ScientificCat# Q33216
Focused-ultrasonicatorCovarisCat# M220
Fragment analyzerAATIN/A
Stereo microscopeNikonSMZ1270
Centrifuge, refrigeratedEppendorf5425R
Thermal CyclerThermo Fisher ScientificProFlex

Stock solutions

NameReagents amount
PMSF (100 mM)17.4 mg Phenylmethanesulfonyl fluoride (PMSF) in 1 mL isopropanol. Heat to 37°C to dissolve and store at −20°C (stable at least for 6 months).
1 M MgCl2952.1 mg MgCl2, fill up to 10 mL with nuclease-free water and store at 4°C (stable at least for 6 months).
5 M Betaine14.65 g Betaine, fill up to 25 mL with nuclease-free water and store at −20°C (stable at least for 6 months).
Elution buffer500 μL Tris-HCl (1 M, pH 7.5), fill up to 50 mL with nuclease-free water and store at 4°C (stable at least for 6 months).

2× B&W buffer

ReagentFinal concentrationAmount
Tris-HCl (1 M, pH 7.5)10 mM0.5 mL
EDTA (0.5 M)1 mM0.1 mL
NaCl (5 M)2 M20 mL
Nuclease-free watern/a29.4 mL
Totaln/a50 mL

Store at 4°C (stable at least for 6 months).

DNA wash buffer

ReagentFinal concentrationAmount
5× Superscript II first-strand buffer2 mL
DTT (100 mM)10 mM1 mL
Tween-20 (50% solution)0.05%10 μL
Nuclease-free watern/a6.99 mL
Totaln/a10 mL

Store at 4°C for up to 1 week. Right before use, add 10 μL RNase inhibitor (40 U/μL) per 1 mL of buffer.

Re-suspend buffer

ReagentFinal concentrationAmount
5× Superscript II first-strand buffer2 μL
RNase inhibitor (40 U/μL)1 U/μL0.25 μL
Nuclease-free watern/a7.75 μL
Totaln/a10 μL

Prepare right before use.

LM buffer

ReagentFinal concentrationAmount
Tris-HCl (1 M, PH 7.5)50 mM0.125 μL
NaCl (5 M)50 mM0.025 μL
DTT (100 mM)10 mM0.25 μL
EDTA (5 mM)0.25 mM0.125 μL
10% NP-400.5%0.125 μL
λDNA (1 pg/μL)n/a1.0 μL
PMSF (10 mM)0.25 mM0.063 μL
RNase inhibitor (40 U/μL)1 U/μL0.063 μL
M.CviPI (4 U/μL)1 U/μL0.625 μL
SAM (8 mM)160 μM0.05 μL
Nuclease-free watern/a0.049 μL
Totaln/a2.5 μL

Prepare right before use.

RT reaction buffer

ReagentFinal concentrationAmount
Nuclease-free watern/a1.795 μL
dNTP mix (10 mM each)1 mM each0.5 μL
TSO primer (100 μM)1 μM0.05 μL
MgCl2 (1 M)6 mM0.03 μL
Betaine (5 M)1 M1 μL
5× Superscript II first-strand buffer1 μL
DTT (100 mM)5 mM0.25 μL
Superscript II reverse transcriptase (200 U/μL)10 U/μL0.25 μL
RNase inhibitor (40 U/μL)1 U/μL0.125 μL
Totaln/a5 μL

Prepare right before use.

PCR preamplification mixture

ReagentFinal concentrationAmount
2× KAPA HiFi HS ReadyMix6.25 μL
ISPCR primer (10 μM)0.2 μM0.25 μL
P2 primer (10 μM)0.6 μM0.75 μL
Nuclease-free watern/a0.25 μL
Totaln/a7.5 μL

Prepare right before use.

Indexing PCR mixture

ReagentFinal concentrationAmount
2× KAPA HiFi HS ReadyMix25 μL
ISPCR primer (10 μM)0.4 μM2 μL
Indexing primer (10 μM)0.4 μM2 μL
Totaln/a29 μL

Prepare right before use.

NEB final PCR mixture

ReagentFinal concentrationAmount
2× NEBNext Ultra II Q5 Master Mix12.5 μL
QP2 primer (10 μM)0.3 μM0.75 μL
Short Universal primer (10 μM)0.3 μM0.75 μL
Totaln/a14 μL

Prepare right before use.

1st round priming mixture

ReagentFinal concentrationAmount
10× Blue buffer1.25 μL
Klenow (3′ → 5′ exo-)4 U/μL1 μL
P5-N6-oligo (10 μM)0.4 μM0.5 μL
dNTP (10 mM each)0.4 mM0.5 μL
Totaln/a3.25 μL

Prepare right before use.

dC tailing mixture

ReagentFinal concentrationAmount
Nuclease-free watern/a3.3 μL
10× Blue buffer0.5 μL
dCTP (100 mM)1 mM0.2 μL
TDT enzyme1 U/μL1 μL
Totaln/a5 μL

Prepare right before use.

2nd round priming mixture

ReagentFinal concentrationAmount
Nuclease-free watern/a0.5 μL
Klenow (3′ → 5′ exo-)4 U/μL2 μL
10× Blue buffer0.5 μL
P7-G6-oligo (10 μM)0.4 μM1 μL
dNTP (10 mM each)0.4 mM1 μL
Totaln/a5 μL

Prepare right before use.

DNA final PCR mixture

ReagentFinal concentrationAmount
2× KAPA HiFi HS ReadyMix12.5 μL
NEBNext Universal Primer (10 μM)0.3 μM0.75 μL
NEBNext Index Primer (10 μM)0.3 μM0.75 μL
Totaln/a14 μL

Prepare right before use.

PCR cycling conditions
StepsTemperatureTimeCycles
125°C5 min1
242°C60 min1
350°C30 min1
470°C10 min1
54°CHold
PCR cycling conditions
StepsTemperatureTimeCycles
195°C3 min1
298°C20 s4 cycles
365°C30 s
472°C5 min
598°C20 s18 cycles
667°C15 s
772°C5 min
872°C5 min1
94°CHold
PCR cycling conditions
StepsTemperatureTimeCycles
195°C3 min1
298°C20 s3 cycles
367°C15 s
472°C5 min
572°C5 min1
64°CHold
PCR cycling conditions
StepsTemperatureTimeCycles
198°C30 s1
298°C10 s9 cycles
365°C75 s
465°C5 min1
54°CHold
PCR cycling conditions
StepsTemperatureTimeCycles
198°C8 min1
264°C3.5 h1
34°Chold
PCR cycling conditions
StepsTemperatureTimeCycles
14°C5 min1
220°C5 min1
337°C60 min1
44°CHold
PCR cycling conditions
StepsTemperatureTimeCycles
137°C60 min1
280°C10 min1
34°CHold
PCR cycling conditions
StepsTemperatureTimeCycles
137°C15 min1
270°C15 min1
395°C90 s1
44°CHold
PCR cycling conditions
StepsTemperatureTimeCycles
14°C5 min1
220°C5 min1
337°C90 min1
44°Chold
PCR cycling conditions
StepsTemperatureTimeCycles
195°C3 min1
298°C20 s20 cycles
365°C30 s
472°C1 min
572°C3 min1
64°CHold
  10 in total

1.  Propagation of Pluripotent Mouse Embryonic Stem (ES) Cells.

Authors:  Linda C Samuelson; Joseph M Metzger
Journal:  CSH Protoc       Date:  2006-07-01

2.  Decoding dynamic epigenetic landscapes in human oocytes using single-cell multi-omics sequencing.

Authors:  Rui Yan; Chan Gu; Di You; Zhongying Huang; Jingjing Qian; Qiuyun Yang; Xin Cheng; Lin Zhang; Hongmei Wang; Ping Wang; Fan Guo
Journal:  Cell Stem Cell       Date:  2021-04-27       Impact factor: 24.633

3.  FGF signaling inhibition in ESCs drives rapid genome-wide demethylation to the epigenetic ground state of pluripotency.

Authors:  Gabriella Ficz; Timothy A Hore; Fátima Santos; Heather J Lee; Wendy Dean; Julia Arand; Felix Krueger; David Oxley; Yu-Lee Paul; Jörn Walter; Simon J Cook; Simon Andrews; Miguel R Branco; Wolf Reik
Journal:  Cell Stem Cell       Date:  2013-07-11       Impact factor: 24.633

4.  Parallel single-cell sequencing links transcriptional and epigenetic heterogeneity.

Authors:  Christof Angermueller; Stephen J Clark; Heather J Lee; Iain C Macaulay; Mabel J Teng; Tim Xiaoming Hu; Felix Krueger; Sebastien Smallwood; Chris P Ponting; Thierry Voet; Gavin Kelsey; Oliver Stegle; Wolf Reik
Journal:  Nat Methods       Date:  2016-01-11       Impact factor: 28.547

5.  Massively parallel digital transcriptional profiling of single cells.

Authors:  Grace X Y Zheng; Jessica M Terry; Phillip Belgrader; Paul Ryvkin; Zachary W Bent; Ryan Wilson; Solongo B Ziraldo; Tobias D Wheeler; Geoff P McDermott; Junjie Zhu; Mark T Gregory; Joe Shuga; Luz Montesclaros; Jason G Underwood; Donald A Masquelier; Stefanie Y Nishimura; Michael Schnall-Levin; Paul W Wyatt; Christopher M Hindson; Rajiv Bharadwaj; Alexander Wong; Kevin D Ness; Lan W Beppu; H Joachim Deeg; Christopher McFarland; Keith R Loeb; William J Valente; Nolan G Ericson; Emily A Stevens; Jerald P Radich; Tarjei S Mikkelsen; Benjamin J Hindson; Jason H Bielas
Journal:  Nat Commun       Date:  2017-01-16       Impact factor: 14.919

6.  Single-cell multi-omics sequencing of mouse early embryos and embryonic stem cells.

Authors:  Fan Guo; Lin Li; Jingyun Li; Xinglong Wu; Boqiang Hu; Ping Zhu; Lu Wen; Fuchou Tang
Journal:  Cell Res       Date:  2017-06-16       Impact factor: 25.617

7.  Integrative single-cell analysis of transcriptome, DNA methylome and chromatin accessibility in mouse oocytes.

Authors:  Chan Gu; Shanling Liu; Qihong Wu; Lin Zhang; Fan Guo
Journal:  Cell Res       Date:  2018-12-18       Impact factor: 25.617

8.  Protocol for Patch-Seq of Small Interneurons.

Authors:  Marcela Lipovsek; Lorcan Browne; Matthew S Grubb
Journal:  STAR Protoc       Date:  2020-10-22

9.  Single-cell RNA-seq analysis unveils a prevalent epithelial/mesenchymal hybrid state during mouse organogenesis.

Authors:  Ji Dong; Yuqiong Hu; Xiaoying Fan; Xinglong Wu; Yunuo Mao; Boqiang Hu; Hongshan Guo; Lu Wen; Fuchou Tang
Journal:  Genome Biol       Date:  2018-03-14       Impact factor: 13.583

10.  scNMT-seq enables joint profiling of chromatin accessibility DNA methylation and transcription in single cells.

Authors:  Stephen J Clark; Ricard Argelaguet; Chantriolnt-Andreas Kapourani; Thomas M Stubbs; Heather J Lee; Celia Alda-Catalinas; Felix Krueger; Guido Sanguinetti; Gavin Kelsey; John C Marioni; Oliver Stegle; Wolf Reik
Journal:  Nat Commun       Date:  2018-02-22       Impact factor: 14.919

  10 in total

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