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    FLASH-seq protocol

    Simone Picelli, Vincent Hahaut

    Published: 2022-03-18 DOI: 10.17504/protocols.io.kxygxzkrwv8j/v2
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    Abstract

    The single-cell RNA-sequencing (scRNA-seq) field has evolved tremendously since the first paper was published back in 2009. While the first methods analysed just a handful of cells, the throughput and performance rapidly increased over a very short timespan. However, it was not until the introduction of emulsion droplets methods, that the robust and reproducible analysis of thousands of cells became feasible. Despite generating data at a speed and a cost per cell that remains unmatched by full-length protocols like Smart-seq, scRNA-seq in droplets still comes with the drawback of addressing only the terminal portion of the transcripts, thus lacking the required sensitivity for comprehensively analyzing the transcriptome of individual cells. Building upon the existing Smart-seq2/3 workflows, we developed FLASH-seq (FS), a new full-length scRNA-seq method capable of detecting a significantly higher number of genes than both previous versions, requiring limited hands-on time and with a great potential for customization.

    Before start

    The protocol should be carried out in a clean environment, ideally on a dedicated PCR workstation or on a separate bench used only for this purpose. Before starting, clean the bench and wipe any piece of equipment with RNAseZAP or 0.5% sodium hypochlorite. Rinse with nuclease-free water to avoid corrosion of delicate equipment.

    Work quickly and preferably on ice.

    Reagent mixes should be prepared shortly before use.

    Mix thoroughly each mix before dispensing. For higher accuracy use liquid handling robots and/or nanodispensers whenever possible. In FLASH-Seq we use the I.DOT (​​Dispendix) for all the dispensing steps and the Fluent 780 liquid handling robot (Tecan) for sample cleanup, reagent transfers and pooling.

    The protocol described below is meant to be carried out in 384-well plates. When using 96-well plates, we recommend using 5 times larger volume to guarantee successful cell sorting and prevent evaporation issues.

    Always use LoBind plates and tubes (especially for long-term storage) to prevent the cDNA/DNA from sticking to plastic.

    Steps

    Prepare lysis mix

    1.

    Prepare the following lysis mix:

    ABCD
    ReagentReaction concentrationVolume (µl)384-well plate
    Triton-X100 (10% v/v)0.2%0.0208.448
    dNTP mix (25 mM each)6 mM0.240101.376
    SMART dT30VN (100 µM)1.8 µM0.0187.603
    RNAse inhibitor (40 U/µL)1.2 U/µl0.03012.672
    DTT (100 mM)1.2 mM0.0125.069
    FS TSO (100 µM)9.2 µM0.09238.861
    dCTP (100 mM)9 mM0.09038.016
    Betaine (5 M)1 M0.20084.480
    Nuclease-free water -0.298125.875
    Total volume (µl) 1.000422.400

    Add 1µL lysis mix to each well of a 384-well plate

    Seal the plate with a PCR seal and quickly spin it down to collect the lysis mix to the bottom.

    Proceed immediately to the next step or store the plate at -20°C long-term. Plates that are going to be used on the same day can be stored in the fridge or kept on ice.

    Note
    SAFE STOPPING POINT - Plates containing lysis buffer can be stored for >6 months at -20°C

    Sample collection

    2.

    Sort single cells into 384-well plates containing 1µL lysis mix.

    Seal the plate with an aluminium seal. If processing multiple plates at once, keep each plate on dry ice until ready to transfer them all at -80°C for long-term storage. Plates containing single cells should ideally be processed within 6 months.

    Cell lysis

    3.

    Remove the plates from the -80°C freezer and check that the aluminium seal is still intact. If damaged or not sticking to the plate anymore, wait a few minutes for the plate to partially thaw, remove the damaged foil and replace it with a new one.

    Place the plate in a thermocycler with a heated lid and incubate for 0h 3m 0s at 72°C , followed by a 4°C hold step.

    Spin down any condensation droplets that may have formed during the incubation and return the plate to a cool rack. Proceed quickly to the next step. If not ready with the RT-PCR mix, keep the plate on the cool rack at all times.

    RT-PCR reaction

    4.

    While the plate is in the thermocycler, prepare the following RT-PCR mix:

    ABCD
    ReagentReaction concentrationVolume (µl)384-well plate
    DTT (0.1 M)4.8 mM0.238100.531
    MgCl2 (1 M)9.2 mM0.04619.430
    Betaine (5 M)800 mM0.800337.920
    RNAse inhibitor (40 U/µl)0.8 U/µl0.09640.550
    SuperScript IV (200 U/µl)2.00 U/µl0.05021.120
    KAPA HiFi HotStart ReadyMix (2 x)1 x2.5001056.000
    Nuclease-free water-0.270114.048
    Total volume (µl)4.0001689.600

    Add 4µL RT-PCR mix into each well of the 384-well plate.

    Seal the plate with a PCR seal, gently vortex and spin down to collect the liquid at the bottom.

    Place it in a thermocycler with heated lid and start the following RT-PCR program:

    ABCDE
    StepTemperatureTimeCycles
    RT50ºC60 min1 x
    PCRinitial denaturation98ºC3 min1 x
    denaturation98ºC20 sec18-21 x*
    annealing67ºC
    elongation72ºC
    15ºCHold

    *Adjust the number of cycles according to the cell type used. We recommend 18-19 cycles for HEK 293T cells and 21 cycles for hPBMC. As a rule of thumb, we typically start with 1-2 less PCR cycles compared to the Smart-seq2 protocol.

    Note
    SAFE STOPPING POINT - Amplified cDNA before purification can be stored for several months at -20°C

    Magnetic beads working solution preparation

    5.

    You can either use AMPure XP beads, SPRI beads or prepare your own solution of SeraMag beads containing 18% w/v PEG to reduce costs. A detailed protocol for making your own magnetic bead solution is described in:

    Citation
    Picelli S 2019 Full-Length Single-Cell RNA Sequencing with Smart-seq2. Methods in molecular biology (Clifton, N.J.) http://doi.org/10.1007/978-1-4939-9240-9_3

    Below is a short description of how to prepare 50 ml of working solution:

    ABC
    ReagentAmount to addFinal concentration
    Sodium chloride2.92 gr1 M
    Tris-HCl, pH = 8.0 (1 M)500 µl10 mM
    EDTA (500 mM)100 µl1 mM
    PEG (MW=8000)9.5 gr18% w/v
    Nuclease-free solutionto a final volume of 50 ml-

    Add all components to a 50-ml Falcon tube but do not add the total amount of nuclease-free water yet.

    Solubilise the PEG by stirring and heating the solution at 37°C .

    While the PEG is dissolving, prepare the Sera-Mag SpeedBeads™. Vortex thoroughly to ensure complete resuspension and then withdraw 1mL Sera-Mag SpeedBeads™ stock solution. Transfer it into a new 1.5-ml tube.

    Pellet the beads by placing the tube on a magnetic stand. Wait until the solution clears and then discard the supernatant.

    Add 1mL 10 mM Tris–HCl pH 8.0 + 1 mM EDTA (TE buffer) and resuspend the beads off the magnet.

    Pellet the beads again, wait until the solution is clear, discard the supernatant and resuspend off the magnet with 0.9mL TE buffer.

    Once the PEG solution is clear, add the resuspended beads prepared in the previous step.

    Add 50µL Tween-20 (10% v/v) and 250µL sodium azide (NaN3, 10% w/v) and adjust the volume to 50mL with nuclease-free water.

    Store at 4°C . Do not freeze.

    Note
    Confirm that the beads have been properly prepared by cleaning-up a control sample (i.e., amplified cDNA from total RNA) and running a High Sensitivity DNA chip on the Agilent Bioanalyzer. Batch-to-batch variations in PEG concentration will influence size-cutoffs.

    Note
    Add Tween-20 at the end, to prevent foaming during PEG resuspension.

    Safety information
    Sodium azide is extremely toxic and should be handled under a fume hood.

    cDNA purification

    6.

    Remove the Sera-Mag SpeedBeads™ working solution (or AMPure XP beads or SPRI beads when using a commercial solution) from the 4°C storage and equilibrate it at room temperature for 0h 15m 0s .

    Note
    We recommend adding extra nuclease-free water to each sample, to increase the volume, simplify the handling and improve recovery rate. We generally add 10µL nuclease-free water to 5µL amplified cDNA.

    Add a 0.8 x volume ratio Sera-Mag SpeedBeads™ working solution to each well. Mix thoroughly by pipetting or vortexing.

    Incubate the plate off the magnetic stand for 0h 5m 0s at Room temperature .

    Place the plate on the magnetic stand and leave it for 0h 5m 0s or until the solution appears clear.

    Remove the supernatant without disturbing the beads.

    Remove the plate from the magnetic stand, add 15µL nuclease-free water and mix well by pipetting or vortexing to resuspend the beads. Do not let the bead pellet to dry completely, as it can decrease the final cDNA yield!

    Incubate 0h 2m 0s off the magnetic stand.

    Place the plate back on the magnetic stand and incubate for 0h 2m 0s or until the solution appears clear.

    Remove 14µL of the supernatant and transfer it to a new plate.

    Note
    SAFE STOPPING POINT - Amplified and purified cDNA can be stored for several months at -20°C . We recommend using LoBind plates to avoid material losses upon long-term storage.

    7.

    Check the cDNA quality on Agilent Bioanalyzer High Sensitivity DNA chip. A good sample is characterised by a low proportion of fragments <400 bp, absence of residual primers (ca. 100 bp) and an average cDNA size of 1.8–2.2 Kb.

    Citation
    Example of amplified cDNA from a single hPBMC (21 cycles)

    8.

    Allow the Quant-iT PicoGreen reagent to warm to Room temperature before opening the vial. PicoGreen is light sensitive; while thawing, wrap in aluminium foil.

    Prepare a 1 x working solution TE using 20 x TE (supplied) and nuclease-free water.

    Prepare a 1:400 dilution PicoGreen solution and always use a plastic vessel.

    Prepare the standard curve using Lambda DNA standard (supplied at a concentration of 100ng/μl , with thePicoGreen kit) and 1 x TE in 8 tubes, as below. The stock tubes can be used multiple times, keep any leftover in the fridge at 4°C between experiments.

    Vortex well and spin down the DNA standards before every use. Not vortexing thoroughly the standards is going to negatively affect the standard curve and your readings! Serial dilutions should be prepared as shown in the table below.

    ABCD
    Tube no.ContentsConcentrationFinal volume
    190 μl TE + 10 μl Lambda DNA stock10 ng/μl100 μl
    250 μl from Tube 1 + 50 μl TE5 ng/μl100 μl
    350 μl from Tube 2 + 50 μl TE2.5 ng/μl100 μl
    450 μl from Tube 3 + 50 μl TE1.25 ng/μl100 μl
    550 μl from Tube 4 + 50 μl TE0.625 ng/μl100 μl
    650 μl from Tube 5 + 50 μl TE0.3125 ng/μl100 μl
    750 μl from Tube 6 + 50 μl TE0.15625 ng/μl100 μl
    8TE onlyblank-

    Prepare the PicoGreen solution by pipetting 0.5µL PicoGreen dye + 99.5µL 1 X TE for each sample. Vortex to mix.

    Pipette 1µL each of the 7 standards + 1 Blank into a black, flat-bottom Nunc™ F96 MicroWell™ plate. Place the standards on one column.

    Pipet 1µL of your samples into the center of each well of the Nunc™ F96 MicroWell™ polystyrene plate.

    Add 99µL PicoGreen + TE mix into every well. There is no need to mix.

    Cover the plate with the provided plastic (transparent) lid to prevent possible contaminations.

    Allow 0h 2m 0s for the dye to bind the DNA. Protect from light but keep at room temperature. For optimal results, the plate should be read within the next hour.

    Use a plate reader to measure fluorescence (excitation: 485 nm; emission: 530 nm; read from top; endpoint reading).

    Plate normalisation

    9.

    Prepare a normalisation plate by adding 1µL purified cDNA and nuclease-free water to a final concentration of 150pg/μl .

    Tagmentation and enrichment PCR

    10.

    This step can be carried out either by using the commercially available Nextera XT kit or a in-house Tn5 transposase , as described below. Indexing primers can be purchased from Illumina (Nextera XT index kit v2) or ordered from your local oligo manufacturer. In the "Materials" section we have added additional sequences for higher multiplexing.

    10.1.

    Tagmentation with the Nextera XT kit

    Note
    Please note that the volumes described here are a mere suggestion. For example, decreasing the final volume by a factor 2 (while still using the same amount of cDNA and ATM) would give comparable results but significantly reduce costs.

    Prepare the tagmentation mix as described below:

    AB
    ReagentVolume (µl)
    ATM (Amplification Tagment Mix)0.250
    TD (Tagmentation DNA buffer)2.000
    Nuclease-free water0.500
    Total volume (µl)3.000

    Dispense 3µL tagmentation mix in a new 96-well or 384-well plate.

    Add 1µL normalized cDNA (150pg/μl ) to each well containing the tagmentation mix.

    Seal the plate, vortex, spin down, and carry out the tagmentation reaction: 55°C for 0h 8m 0s , 4°C hold. Upon completion proceed immediately to the next step.

    Add 1µL NT buffer to each well. Seal the plate, vortex, spin down and incubate 0h 5m 0s at room temperature. Do not put the plate back on ice.

    Add 2µL N7xx + S5xx index adaptors (5micromolar (µM) each).

    Add 3µL NPM solution to each well.

    Seal the plate, vortex, spin down, and place it in a thermocycler and carry out the enrichment PCR reaction. Adjust the number of PCR cycles according to the number of processed cells.

    ABCDE
    StepTemperatureTimeCycles
    gap filling72ºC3 min1 x
    enrichment PCRinitial denaturation95ºC30 sec1 x
    denaturation95ºC10 sec12-14 x
    annealing55ºC30 sec
    elongation72ºC30 sec
    15ºChold

    Note
    SAFE STOPPING POINT - The final unpurified sequencing library can be stored for several months at -20°C

    10.2.

    Tagmentation with in-house Tn5 transposase

    Note
    Please note that the Tn5 transposase amount indicated below is a suggested starting point for tagmenting 150pg/μl cDNA. Optimisation might be necessary, depending on the specific activity of each batch of Tn5.

    Prepare the tagmentation mix as described below:

    ABC
    ReagentVolume (µl)Final concentration
    TAPS-Mg buffer, pH=7.3 (5 x)0.80010 mM TAPS, 5 mM MgCl2
    Dimethylformamide (DMF) (100%)0.80020%
    Tn5 transposase (2 µM working dil.)0.12562.5 nmol
    Nuclease-free water2.275
    Total volume (µl)3.000

    Safety information
    Dimethylformamide (DMF) is toxic and should be handled under the hood according to local safety regulations.

    Dispense 3µL tagmentation mix in a new 384-well plate.

    Add 1µL normalized cDNA (150pg/μl ) to each well containing the tagmentation mix.

    Seal the plate, vortex, spin down, and carry out the tagmentation reaction: 55°C for 0h 8m 0s , 4°C hold. Upon completion proceed immediately to the next step.

    Add 1µL 0.2% SDS to each well. Seal the plate, vortex, spin down and incubate 5 min at room temperature. Do not put the plate back on ice.

    Add 2µL N7xx + S5xx index adaptors (5micromolar (µM) each).

    Add 3µL enrichment PCR mix to each well:

    ABC
    ReagentVolume (µl)Final concentration
    KAPA HiFi enzyme (1 U/μl)0.2000.02 U/μl
    KAPA HiFi buffer (5 x)2.0001 x
    dNTPs (10 mM)0.300300 nM
    Nuclease-free water0.500
    Total volume (µl)3.000

    Seal the plate, vortex, spin down, and place it in a thermocycler and carry out the enrichment PCR reaction. Adjust the number of PCR cycles according to the number of processed cells.

    ABCDE
    StepTemperatureTimeCycles
    gap filling72ºC3 min1 x
    enrichment PCRinitial denaturation98ºC30 sec1 x
    denaturation98ºC10 sec12-14 x
    annealing55ºC30 sec
    elongation72ºC30 sec
    15ºChold

    Library cleanup and quantification

    11.

    Take an aliquot from each sample for the final library cleanup (i.e. 5 µl). and transfer it to a 1.5-ml Eppendorf tube. The rest of the library can be stored long-term at -20°C .

    Remove the Sera-Mag SpeedBeads™ working solution from the 4°C storage and equilibrate it at room temperature for 0h 15m 0s .

    Add Sera-Mag SpeedBeads™ working solution to a final ratio of 0.8 x and mix well to homogenisation.

    Incubate the tube off the magnetic stand for 0h 5m 0s at Room temperature .

    Place the tube on the magnetic stand and leave it for 0h 5m 0s or until the solution appears clear.

    Remove the supernatant without disturbing the beads.

    Recommended: wash the pellet with 1mL 80% v/v ethanol. Incubate 0h 0m 30s without removing the tube from the magnetic stand.

    Remove any trace of ethanol and let the bead pellet dry for 0h 2m 0s or until small cracks appear. Do not cap the tube or remove it from the magnetic stand during this time. Do not completely air-dry the beads.

    Remove the tube from the magnetic stand, add 50µL nuclease-free water and mix well by pipetting or vortexing to resuspend the beads.

    Incubate 0h 2m 0s off the magnetic stand.

    Place the tube back on the magnetic stand and incubate for 0h 2m 0s or until the solution appears clear.

    Remove 49µL of the supernatant and transfer it to a new 1.5-ml LoBind tube. Store the cDNA at -20°C long-term or until ready for sequencing.

    Use Qubit fluorometer to quantify the library. Library yield can vary depending on the number of cells being pooled.

    Check the final library size on the Agilent Bioanalyzer.

    Use the average size indicated on the Bioanalyzer and the concentration reported after Qubit measurement to determine the exact molarity required for sequencing.

    Citation
    Example of sequencing-ready library (pool of 384 HEK 293T cells).

    Note
    SAFE STOPPING POINT - The final purified sequencing library can be stored for several months at -20°C .

    Pooling and sequencing

    12.

    The purified library can be sequenced on any Illumina sequencer. Follow the specifications reported for each instrument. Single-End 75 bp is generally sufficient but longer read modes or Paired-End sequencing can be an option, depending on the question at hand.

    Data processing

    13.

    These instructions briefly describe the data processing of the sequencing results. The final pipeline will likely have to be adapted to the question at hand. The following lines assume that all the programs and their dependencies are installed on your machine and that the data are single-end reads (75 bp). Some values, such as the number of threads and RAM usage may have to be adapted to your machine settings.

    It should be noted that there are many other ways to analyse full-length single-cell RNA-sequencing data. Pseudo-alignment tools (e.g., Salmon or Kallisto) or automatic pipelines (zUMIs) could be used as well.

    Requirements (tested version):

    • bcl2fastq (v2.20)
    • STAR (v2.7.3)
    • FeatureCounts (v1.6.5)
    • BBMAP (v38.86)
    • samtools (v1.9)
    • IGV
    13.1.

    Sample demultiplexing

    Sequencing results will be delivered as demultiplexed FASTQ or raw bcl2 files. To convert bcl2 files to FASTQ, bcl2fastq program (Illumina) can be used.

    # 0. Variables
    BASECALL_DIR="/path/to/flowcell/Data/Intensities/BaseCalls/"
    OUTPUT_DIR="/path/to/output_folder/"
    SAMPLESHEET="/path/to/Demultiplexing_SampleSheet.csv"
    
    # 1. Bcl2fastq
    ulimit -n 10000
    cd /path/to/flowcell/
    bcl2fastq --input-dir $BASECALL_DIR --output-dir $OUTPUT_DIR --sample-sheet $SAMPLESHEET --create-fastq-for-index-reads --no-lane-splitting
    ```When sequencing on a NextSeq550 instrument, the sample sheet should contain the following information in a csv file:
    
    
    
    <img src="http://static.wappv.com/literature_test/protocol_io_true/protocols.io.kxygxzkrwv8j/gxutbah671" alt="" loading="lazy" title=""/>
    
    Illumina Experiment Manager can be used to assist you in creating the sample sheet. 
    
    
    
    We recommend exploring the barcode combinations left in the undetermined reads looking to confirm that all the cells have been properly demultiplexed.
    
    
    
    
    
    
    
    
    

    zcat Undetermined_S0_I1_001.fastq.gz | awk -F' 1:N:0:' 'NR%4==1{print $2}' | sort | uniq -c > left_index.txt sort -k1,1 left_index.txt

    
    
    
    
    
    
    

    for file in ./out/R1 do zcat $file | wc -l done

    13.2.

    Index the genome

    The reference genome needs to be indexed prior to any mapping. The FASTA and GTF references can be obtained from ENSEMBL, Gencode, UCSC, ...

    # 0. Variables
    OUTPUTREF="/path/to/STAR_indexed_genome/"
    FASTA="GRCh38.primary_assembly.genome.fa"
    GTF="gencode.v34.primary_assembly.annotation.gtf"
    
    # 1. Genome indexing
    # sjdbOverhang should be adapted based on the read length (read_length - 1)
    mkdir $OUTPUTREF
    
    STAR --runThreadN 15 --runMode genomeGenerate --genomeDir $OUTPUTREF --genomeFastaFiles $FASTA --sjdbGTFfile $GTF --sjdbOverhang 74
    
    13.3.

    FASTQ trimming (optional)

    If you observe sequencing primer left-overs the FASTQ files can be trimmed using BBDUK or Trimmomatic.

    bbduk.sh -Xmx48g in=sample.fastq.gz out=cleaned.left.fastq t=32 ktrim=l ref=adapters.fa k=23 mink=7 hdist=1 hdist2=0 tbo
    bbduk.sh -Xmx48g in=cleaned.left.fastq out=cleaned.fastq t=32 ktrim=r ref=adapters.fa k=23 mink=7 hdist=1 hdist2=0 tbo
    
    mv FASTQ/cleaned.fastq FASTQ/sample.R1.fastq.gz
    
    13.4.

    Mapping

    The FASTQ file can then be mapped onto the reference genome. Example for one sample, use a loop or parallelise this task to process all the cells:

    # 0. Variables
    GENOME="/path/to/STAR_indexed_genome/"
    FASTQ="/path/to/sample.R1.fastq.gz"
    ID=”sample_id”
    
    # 1. Mapping
    STAR --runThreadN 30 --limitBAMsortRAM 20000000000 --genomeLoad LoadAndKeep --genomeDir "$GENOME" --readFilesIn "$FASTQ" --readFilesCommand zcat --limitSjdbInsertNsj 2000000 --outFilterIntronMotifs RemoveNoncanonicalUnannotated --outSAMtype BAM SortedByCoordinate --outFileNamePrefix "$ID"_
    
    # 2. SAM to sorted BAM
    # -F 260 filters out unmapped and secondary alignments
    samtools view -@ 30 -Sb -F 260 "$ID"_Aligned.sortedByCoord.out.bam > "$ID"_Aligned.sortedByCoord.filtered.bam
    samtools index "$ID"_Aligned.sortedByCoord.filtered.bam
    
    13.5.

    Data visualization (optional)

    Once the reads have been mapped we highly recommend using the Integrated Genome Viewer (IGV) to visualise the mapping results and ensure that the results make sense. As a quick check-up visualise a few housekeeping genes (i.e., ACTB, GAPDH, …) and cell specific markers to look for reads mapping to exon, intron, exon-intron junctions. Look for abnormalities such as read piles falling in intergenic or centromeric regions.

    No single-cell RNA sequencing protocol is perfect and non-specific priming, genomic DNA contaminations, … can happen but should represent rare events.

    Recurrent soft-clipping could also indicate the presence of sequencing adaptor left-overs that could affect the mapping rate.

    13.6.

    Count matrix

    Finally, t​he number of reads associated with each gene can be obtained as follows:

    featureCounts -T 1 -t exon -g gene_name --fracOverlap 0.25 -a "$GTF" -o "$ID"_ReadCount.featureCounts.gencode.txt "$ID"_Aligned.sortedByCoord.filtered.bam
    
    13.7.

    Post-processing

    The post-processing steps will vary depending on the question at hand. The online book “Orchestrating Single-Cell Analysis with Bioconductor” (http://bioconductor.org/books/release/OSCA/) is a gold mine of information that can be used to help you design your own pipeline. Alternatively, Seurat (R, http://satijalab.org/seurat/) or scanpy (python, http://scanpy.readthedocs.io/en/stable/) provide tools compatible with FLASH-seq data. Given their similarities, we currently recommend using Smart-seq2 guidelines when processing FLASH-seq data.

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