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Unbiased Deep Sequencing of RNA Viruses from Clinical Samples

Published: July 2nd, 2016



1Broad Institute of MIT and Harvard, 2Harvard University

This protocol describes a rapid and broadly applicable method for unbiased RNA-sequencing of viral samples from human clinical isolates.

Here we outline a next-generation RNA sequencing protocol that enables de novo assemblies and intra-host variant calls of viral genomes collected from clinical and biological sources. The method is unbiased and universal; it uses random primers for cDNA synthesis and requires no prior knowledge of the viral sequence content. Before library construction, selective RNase H-based digestion is used to deplete unwanted RNA — including poly(rA) carrier and ribosomal RNA — from the viral RNA sample. Selective depletion improves both the data quality and the number of unique reads in viral RNA sequencing libraries. Moreover, a transposase-based 'tagmentation' step is used in the protocol as it reduces overall library construction time. The protocol has enabled rapid deep sequencing of over 600 Lassa and Ebola virus samples-including collections from both blood and tissue isolates-and is broadly applicable to other microbial genomics studies.

Next generation sequencing of viruses from clinical sources can inform transmission and the epidemiology of infections, as well as help support novel diagnostic, vaccine and therapeutic development. cDNA synthesis using random primers has allowed the detection and assembly of genomes from divergent, co-infecting or even novel viruses1,2. As with other unbiased methods, unwanted contaminants occupy many sequencing reads and negatively impact sequencing results. Host and poly(rA) carrier RNA are contaminants present in many existing viral sample collections.

The protocol describes an efficient and cost-effective way of deep sequencing RNA virus genomes based on unbiased total RNA-seq. The method utilizes an RNase H selective depletion step3 to remove unwanted host ribosomal and carrier RNA. Selective depletion enriches for viral content (Figure 1) and improves the overall quality of sequencing data (Figure 2) from clinical samples. Moreover, tagmentation is applied to the protocol as it significantly reduces library construction time. These methods have been used to rapidly generate large datasets of Ebola and Lassa virus genomes2,4,5 and can be used to study a wide range of RNA viruses. Lastly, the approach is not limited to human samples; the utility of selective depletion was demonstrated on tissue samples collected from Lassa-infected rodents and non-human primate disease models5,6.

Figure 1
Figure 1. Total RNA Content Reflects Enrichment of Lassa Virus Content Using Selective Depletion. Starting overall content (RNA input) and enrichment of unique Lassa virus (LASV) reads (Library content) upon rRNA depletion from nine different clinical isolates. This figure has been modified from6. Please click here to view a larger version of this figure.

Figure 2
Figure 2. Higher Quality Sequencing After Carrier RNA Depletion. Median base qualities per sequencing cycle of poly(rA)-contaminated Lassa virus libraries (red) and control (no carrier observed in library, black) from QC report 13. Both read 1 and read 2 of paired end reads are merged in the library BAM file and the quality scores are shown at each base. This figure has been modified from6. Please click here to view a larger version of this figure.

The viral RNA-seq protocol details construction of libraries directly from extracted RNA collected from clinical and biological samples. To ensure personal safety, all viral serum, plasma and tissue samples should be inactivated in appropriate buffers prior to RNA extraction. In some inactivation and extraction kits, carrier poly(rA) RNA is included; this will be removed during the initial RNase H selective depletion step. Based on complete recovery, the expected concentration of carrier RNA is 100 ng/µl. In the protocol, 110 ng/µl oligo dT RNA (1.1x carrier concentration) is used for depletion. If poly(rA) carrier is not present in the sample, then oligo(dT) should not be added prior to depletion.

The following protocol is designed for 24 reactions in PCR plate format (up to 250 µl volume). An earlier version of this protocol was reported in Matranga, et al.6.

Ethics statement: Lassa fever patients were recruited for this study using protocols approved by human subjects committees at Tulane University, Harvard University, Broad Institute, Irrua Specialist Teaching Hospital (ISTH), Kenema Government Hospital (KGH), Oyo State Ministry of Health, Ibadan, Nigeria and Sierra Leone Ministry of Health. All patients were treated with a similar standard of care and were offered the drug Ribavirin, whether or not they decided to participate in the study. For Lassa fever (LF) patients, treatment with Ribavirin followed the currently recommended guidelines and was generally offered as soon as LF was strongly suspected.

Due to the severe outbreak for Ebola Virus Disease (EVD), patients could not be consented through our standard protocols. Instead use of clinical excess samples from EVD patients was evaluated and approved by Institutional Review Boards in Sierra Leone and at Harvard University. The Office of the Sierra Leone Ethics and Scientific Review Committee, the Sierra Leone Ministry of Health and Sanitation, and the Harvard Committee on the Use of Human Subjects have granted a waiver of consent to sequence and make publically available viral sequences obtained from patient and contact samples collected during the Ebola outbreak in Sierra Leone. These bodies also granted use of clinical and epidemiological data for de-identified samples collected from all suspected EVD patients receiving care during the outbreak response. The Sierra Leone Ministry of Health and Sanitation also approved shipments of non-infectious, non-biological samples from Sierra Leone to the Broad Institute and Harvard University for genomic studies of outbreak samples.

1. DNase-treatment of Sample RNA (Up to 55 µl Extracted Total RNA, ~4 hr)

  1. Set up the DNase reaction in a 96-well PCR plate on ice in a biosafety cabinet as described in Table 1, Step 1.1 (total volume, 70 µl/well). Note: A master mix can be prepared.
  2. Vortex gently and thoroughly, then centrifuge at 280 x g at RT for 1 min.
  3. Incubate at 37 °C for 30 min.
  4. Cleanup using RNA Solid Phase Reversible Immobilization (SPRI) beads.
    1. Warm RNA beads to RT for 30 min.
    2. Gently shake RNA beads bottle to resuspend any magnetic particles that may have settled. Add 1.8x volume (126 µl) of RNA beads to DNase-treated RNA (70 µl), mix by pipette 10 times and incubate for 5 min at RT (total volume in well, 196 µl).
    3. Place mixture on the magnetic station. Wait for the solution to clear (5 - 10 min).
    4. Remove cleared solution while on the station by pipette and discard. While on station, wash beads by covering pellet with 70% ethanol and incubate for 1 min. Remove ethanol with pipette and discard. Repeat for a total of two washes.
      Note: Using precisely 70% freshly prepared ethanol is critical, as a higher percentage will result in inefficient washing of smaller-sized molecules, whereas <70% ethanol could cause loss of sample7.
    5. Keep plate on the station and leave open to air-dry. Note: Be sure to allow the beads to dry completely until beads begin to crack.
    6. Add 55 µl of nuclease-free water to the plate to elute RNA. Remove plate from the station to mix the beads and water by pipetting thoroughly. Note: Alternatively, use less water (≤ 10 µl) in order to concentrate the total RNA.
    7. Place plate back on the station. Wait until solution clears to transfer by pipette to new screw-cap tube for long-term storage (-80 °C). Place 5 µl RNA in new 96-well PCR plate for depletion (step. 2.4).
    8. Optional: Save and dilute 1 µl in 19 µl water (1:20) for qRT-PCR of rRNA (e.g., 18S, 28S rRNA) (Table 2) and viral markers5.

2. Selective Depletion of Ribosomal and Carrier RNA from Viral RNA Sample (~4 hr)

  1. Make 5x hybridization and 10x RNase H reaction buffers, and nuclease-free water with linear acrylamide carrier as described in Table 1.
  2. Set up hybridization reaction by combining RNA with rRNA depletion oligos (Table 3) and oligo(dT) on ice in a 96-well PCR plate as described in Table 1.
    Note: A master mix can be prepared. 50 femtograms (fg) of a unique synthetic RNA (ERCCs8) can be added for tracking both the viral sequencing process and potential index read cross-contamination.
    1. Vortex gently and thoroughly, then centrifuge at 280 x g at RT for 1 min.
      Incubate at 95 °C for 2 min, slow ramping to 45 °C at -0.1 °C per sec. Pause the thermocycler at 45 °C.
  3. Set up RNase H reaction mix on ice as described in Table 1, then preheat at 45 °C for 2 min. Note: A master mix can be prepared.
    1. Add the pre-heated RNase H mix to the hybridization reaction in plate while keeping the plate in the thermocycler at 45 °C.
    2. Mix well by gentle pipetting 6 - 8 times. Incubate at 45 °C for another 30 min. Place on ice.
  4. Set up the DNase reaction mix on ice as described in Table 1. Note: A master mix can be prepared.
    1. Add to the RNase H reaction in plate, vortex gently and thoroughly, then centrifuge at 280 x g at RT for 1 min. Incubate at 37 °C for 30 min.
    2. Stop DNase reaction by adding 5 µl 0.5 M EDTA. Vortex gently and thoroughly, then centrifuge at 280 x g at RT for 1 min.
  5. Cleanup using RNA beads (see step 1.3) using a 1.8x volume (144 µl) beads. Elute in 11 µl of nuclease-free water. Note: For safe cold storage, store depleted RNA samples at -80 °C O/N.

3. cDNA Synthesis (~6 hr)

  1. Mix rRNA/carrier-depleted RNA with random primers on ice in a 96-well PCR plate as described in Table 1, vortex gently and thoroughly, then centrifuge at 280 x g at RT for 1 min.
    1. Heat the mixture to 70 °C for 10 min in a thermocycler. Immediately after heat denaturation, place the RNA on ice for 1 - 5 min. Do not allow the RNA to stand (even on ice) for longer than 5 min prior to the first-strand reaction.
  2. Set up first-strand synthesis reaction mix on ice as described in Table 1.
    Note: A master-mix may be prepared.
    1. Add to RNA/random primer mix in plate, vortex gently and thoroughly, then centrifuge at 280 x g at RT for 1 min. Incubate at 22 - 25 °C for 10 min.
    2. Incubate at 55 °C in an air incubator for 60 min. Place the plate on ice to terminate the reaction. Note: The use of an air incubator is recommended to create gradual warming of the first-strand reaction during which the primers anneal and the first strand begins to elongate.
  3. Set up second-strand synthesis reaction mix on ice as described in Table 1.
    Note: A master-mix may be prepared.
    1. Add to the first-strand synthesis reaction in the plate, vortex gently and thoroughly, then centrifuge at 280 x g at RT for 1 min. Incubate for 2 hr at 16 °C (keep lid at 25 °C). Do not allow the temperature to rise above 16 °C.
    2. Place the plate on ice, then inactivate reaction by adding 5 µl of 0.5 M EDTA, mix gently and thoroughly, then centrifuge at 280 x g at RT for 1 min.
  4. Cleanup with DNA beads (see step 1.3 for protocol) using 1.8x volume (153 µl) of beads. Elute in 9 µl of elution buffer (EB). Save 1 µl for quantification. Use 1 ng of cDNA for subsequent steps. If cDNA concentration is too low to detect, use 4 µl of cDNA for tagmentation (see step 4.1).
  5. For safe cold storage, store double-stranded cDNA at 4 °C O/N or -20 °C for long-term storage.

4. Library Preparation — DNA Library Construction (~4 hr)

  1. Transfer 4 µl of cDNA to a 96-well plate and save the remaining cDNA for a second attempt if needed.
  2. Set up the tagmentation reaction on ice as described in Table 1.
    Note: A master-mix may be prepared. To reduce background and overall cost, the total volume of the tagmentation reaction is reduced from 20 to 10 µl. As cDNA is the limiting factor, the amount of ATM (i.e., transposome) used in the reaction is also reduced to decrease the number of integration sites.
    1. Add tagmentation mix to cDNA in the plate, vortex gently and thoroughly and centrifuge at 280 x g (at RT) for 1 min. Incubate at 55 °C for 5 min, hold at 10 °C.
    2. Once at 10 °C, immediately add 2.5 µl of Neutralize Tagment Buffer (NT) to end the reaction. Mix by pipetting up and down, then centrifuge at 280 x g (at RT) for 1 min.
    3. Incubate at RT for 5 min.
  3. Set up PCR amplification reaction on ice as described in Table 1.
    1. Vortex gently and thoroughly, then centrifuge at 280 x g at RT for 1 min.
    2. Perform PCR on thermocycler using the conditions described in Table 1.
      Note: 12 cycles of PCR are suggested for 1 ng of tagmented cDNA; however, viral clinical samples often have undetectable amounts of cDNA. For low amounts of cDNA (<1 ng), use up to 18 cycles of PCR to create enough library for sequencing.
  4. Library preparation — cleanup and pooling for sequencing
    1. Bring sample up to 50 µl with EB.
    2. Cleanup with DNA beads (see step 1.3 for protocol) using 0.6x volume (30 µl) beads. Elute in 15 µl EB.
    3. Determine concentration of library (Figure 3) by conducting region analysis (150 to 1,000 bp) using bioanalyzer software9, excluding primer dimers (~120 bp) from region analysis. Note: Alternatively, qPCR can be used to quantify libraries 10.
    4. Pool libraries at the lowest molar concentration of 1 nM or greater. If library is below 1 nM, add a small volume of library to pool (~1x volume of other libraries) to capture sequence information from these libraries.
    5. Cleanup pool with 0.7x DNA beads as outlined above (see step 2). Elute in 15 µl EB. Note: Volume of beads will depend on the final volume of the pool.
    6. Analyze pool9. Determine molar concentration by conducting region analysis (150 to 1,000 bp)9. Note: Alternatively, qPCR can be used to quantify library pool 10.
    7. Load sequencer at 10 pM library concentration to generate 101 bp, paired-end reads with dual barcode reads11.

Figure 3
Figure 3. Libraries Constructed from Ebola Virus Clinical Samples. Gel image of 4 representative Ebola virus (EBOV) libraries. Regions of library and primer dimers are shown. Please click here to view a larger version of this figure.

The described protocol enables the generation of high quality sequencing reads from low-input viral RNA samples while enriching for unique viral content. As shown in Figure 1, the protocol enriched unique Lassa virus content at least five-fold in all samples (compared to non-depleted controls) with at least one million copies of 18S rRNA (~100 pg total RNA). Likewise, sequencing success also correlated with the amount of virus within a given sample. Using qRT-PCR as a surrogate for viral quantity, samples that contained ~1,000 or more viral genome copies most often created full assemblies (data not shown). Moreover, depletion of poly(rA) carrier reduces homopolymer sequences of A and T in libraries, resulting in cleaner preparations and ensuring better quality sequencing reads (Figure 2). Final libraries from low input viral clinical samples often have a broad fragment length from 150 to 1,000 bp (Figure 3).

After sequencing, to reduce sample misidentification and crosstalk between libraries within a pool12, only index reads with a base quality score of 25 (q25) and ensure zero mismatches are kept during the demultiplexing process. Viral genomes are assembled using a bioinformatics pipeline specific for divergent viruses2,4-6. These tools are available at or through commercial cloud platforms4.

Step 1.1: DNase reaction
Reagent Volume per reaction (µl)
10x DNase buffer 7
Nuclease-free water 6
Extracted viral RNA 55
DNase (2 U/µl) 2
Total volume 70
Step 2.1: 5x Hybridization buffer
Reagent Volume for 1 ml (µl)
5 M NaCl 200
1 M Tris-HCl (pH 7.4) 500
Nuclease-free water 300
Total volume 1,000
Step 2.1: 10x RNase H reaction buffer
Reagent Volume for 1 ml (µl)
5 M NaCl 200
1 M Tris-HCl (pH 7.5) 500
1 M MgCl2 200
Nuclease-free water 500
Total volume 1,000
Step 2.1: Water with linear acrylamide
Reagent Volume for 1 ml buffer (µl)
Nuclease-free water 992
Linear acrylamide (5 mg/ml) 8
Total volume 1,000
Step 2.2: Hybridization reaction for selective depletion
Reagent Volume per reaction (µl)
5x Hybridization Buffer 2
rRNA-depletion oligo mix (100 µM) 1.22
Oligo(d)T (550 ng/µl) 1
DNase-treated total RNA  up to 5
Spike-in RNA (This is optional) 0.5
Water (with linear acrylamide) bring up to 10 total
Total volume 10
Step 2.3: RNase H reaction for selective depletion
Reagent Volume per reaction (µl)
10x RNase H Reaction Buffer        2
Water (with linear acrylamide) 5
Thermostable RNase H (5 U/µl) 3
Total volume 10
Step 2.4: DNase reaction post selective depletion
Reagent Volume per reaction (µl)
10x DNase Buffer 7.5
Water (with linear acrylamide) 44.5
RNase inhibitor (20 U/µl) 1
RNase-free DNase I (2.72 U/µl)  2
Total volume (with RNase H reaction) 75
Step 3.1:  cDNA synthesis, random primer hybridization
Reagent Volume per reaction (µl)
rRNA/carrier-depleted RNA 10
3 µg random primer 1
Total volume 11
Step 3.2: First strand cDNA synthesis reaction
Reagent Volume (µl)
5x First-Strand Reaction Buffer 4
0.1 M DTT 2
10 mM dNTP mix 1
RNase inhibitor (20 U/µl) 1
Reverse transcriptase (add last) 1
Total volume (with RNA above) 20
Step 3.3: Second strand cDNA synthesis reaction
Reagent Volume (µl)
RNase-free water 43
10x Second-Strand Reaction Buffer 8
10 mM dNTP mix 3
E. coli DNA Ligase (10 U/µl) 1
E. coli DNA Polymerase I (10 U/µl) 4
E. coli RNase H (2 U/µl) 1
Total volume (with 1st strand reaction) 80
Step 4.2:  Tagmentation reaction
Reagent Volume (µl)
Amplicon Tagment Mix (ATM) 1
Tagment DNA Buffer (TD) 5
Total volume (with cDNA) 10
Step 4.3: Library PCR reaction
Reagent Volume (µl)
PCR Master Mix (NPM) 7.5
Index 1 primer (i7) 2.5
Index 2 primer (i5) 2.5
Total volume (with tagmented cDNA) 25
Step 4.3.2: Library PCR conditions
72 °C, 3 min
95 °C, 30 sec
up to 18 cycles-10 sec at 95 °C, 30 sec at 55 °C, 30 sec at 72 °C
72 °C, 5 min
10 °C, forever

Table 1: Reaction set-up and buffers. Step-by-step tables with contents of all buffers and reaction mixes.

Oligo Name Sequence (5' to 3')

Table 2: qRT-PCR Primers Sequences. Primers used for measuring host (18S rRNA) and viral (Ebola and Lassa) content. 'KGH' is Kenema Government Hospital in Sierra Leone, where the Ebola primers were tested 2. 'Kulesh' is the investigator who designed the primer set 14.

Table 3: Ribosomal RNA (rRNA) Depletion Oligos. 195 50-nucleotide long sequences complementary to human rRNA for selective depletion step6. Please click here to download this file.

The outlined approach enables robust, universal, rapid sequencing and was used for sequencing Ebola virus during the 2014 outbreak2,4. By coupling selective depletion and cDNA synthesis with tagmentation library construction, the overall process time was reduced by ~2 days from previous adapter ligation methods. More recently, this protocol was employed by international collaborators and others with great success15,16 and will be deployed to labs in West Africa to support local genomics-based research studies and diagnostics17.

The protocol described here uses random primers to prepare cDNA for viral RNA-seq libraries. Unlike previous viral RNA-seq approaches, it requires no a priori knowledge of sequence data or elaborate and time-consuming primer design for a specific virus or clade. The method can be applied to any viral RNA sample. For example, it was used to generate viral content from both Ebola and Lassa samples6. The protocol may also be used for host transcriptomic, metagenomic and pathogen discovery sequencing projects 1.

A critical step of the protocol is targeted RNase H digestion, a high-throughput, low cost method for removing unwanted carrier and host RNA from viral samples. The selective depletion step of the protocol uses many components and requires skill and accuracy. Extra time and care should be taken during the initial setup.

As most clinical serum and plasma samples often have very little nucleic acid material, contamination and sample loss are common. To avoid these issues, special care should be taken when using this protocol. First, RNA is highly susceptible to degradation; therefore all areas should be clean and free of nucleases. Second, to identify samples suitable for use in this protocol, qRT-PCR assays for both host RNA and virus should be used for quantification5,6. When comparing input amounts with sequencing results from the protocol, sequencing success (i.e., generation of sufficient data for full viral assembly) correlated with samples that contained at least 100 pg total RNA and 1,000 copies of virus. Third, exposure to environmental sources of nucleic acids should be avoided. The protocol outlined here is done in a biosafety cabinet for safety precautions and for limiting environmental contaminants. Moreover, our group and others have noticed that commercial enzymes may be another source of contaminating bacterial nucleic acids in low input samples6,18. Use of a clean workspace (e.g., PCR hood, biosafety cabinet) and negative controls (e.g., water or buffer) will help alleviate and track contamination, respectively. For samples with <100 pg of total RNA, only poly(rA) carrier RNA, not rRNA, should be depleted to ensure high quality sequencing results while limiting loss of material. For very low input samples, cDNA-amplification methods may be more suitable19, although poly(rA) carrier should be removed prior to the cDNA synthesis.

The depletion of host rRNA enriches for viral content in sequencing libraries and is applicable to different sample collections including serum or plasma, and multiple types of tissues from rodents and non-human primates5,6. In non-human organisms, reads aligning to 28S rRNA remained after depletion, suggesting 28S rRNA is less conserved between humans and other species6,20. When using this method with non-human isolates, it may be necessary to supplement with DNA oligos complementary to the divergent rRNA sequences of the specific host 3,21.

Since the protocol is unbiased, viral reads may represent only a small fraction of total library content. Although rRNA is the most abundant species of host RNA and only a small percentage of rRNA reads (<1%) are found after selective depletion, all other host RNA (e.g., mRNA) will remain after depletion and may account for many sequencing reads from the sample. Therefore "oversampling" (i.e., oversequencing) individual libraries is required in order to have enough coverage for viral assembly and variant calls. For our studies, we attempt to sequence ~20 million reads per sample to have enough depth for analysis of viral genomic and associated variants as well as metagenomic content2,5. For metagenomic and pathogen discovery studies, it is important to note that contaminating host DNA is removed by DNase digestion. Therefore viruses and other pathogens that contain DNA genomes may be lost during the process, however RNA intermediates may still be sequenced.

The authors have no competing financial interests.

This work has been funded in part with Federal funds from the National Institutes of Health, Office of Director, Innovator (No.: DP2OD06514) (PCS) and from the National Institute of Allergy and Infectious Diseases, National Institutes of Health, Department of Health and Human Services, under Contracts (No:HHSN272200900018C, HHSN272200900049C and U19AI110818).

Name Company Catalog Number Comments
96-Well PCR Plates VWR 47743-953
Strips of Eight Caps VWR 47745-512
Nuclease-free water Ambion AM9937 50 ml bottle
TURBO DNase  Ambion AM2238 post RNA extraction step, 2 U/µL, buffer included
PCR cycler any PCR cyclers 
Agencourt RNAClean XP SPRI beads  Beckman Coulter Genomics A63987 beads for RNA cleanup
Real Time qPCR system any system
DynaMag-96 Side Skirted Magnet Invitrogen 12027
70% Ethanol prepare fresh
qRT-PCR primers IDT DNA see Table 2
5M NaCl  Ambion AM9760G
1M Tris-HCl pH 7.4  Sigma T2663-1L
1M Tris-HCl pH 7.5  Invitrogen 15567-027
1M MgCl2  Ambion AM9530G
Linear acrylamide  Ambion  AM9520
DNA oligos covering entire rRNA region IDT DNA see Table 3, order lab-ready at 100 µM
Oligo (dT) IDT DNA 40 nt long, desalted
Hybridase Thermostable RNase H  Epicentre H39100
RNase-free DNase Kit  Qiagen 79254 post selective depletion step
SUPERase-In RNase Inhibitor Ambion AM2694
Random Primers  Invitrogen 48190-011 mostly hexamers
10 mM dNTP mix New England Biolabs N0447L
SuperScript III Reverse Transcriptase  Invitrogen 18080-093 with first-strand buffer, DTT
Air Incubator any air incubator cyclers 
NEBNext Second Strand Synthesis (dNTP-free) Reaction Buffer New England Biolabs B6117S 10x
E. coli DNA Ligase  New England Biolabs M0205L 10 U/μl
E. coli DNA Polymerase I  New England Biolabs M0209L 10 U/μl
E. coli RNase H  New England Biolabs M0297L 2 U/μl
0.5M EDTA Ambion AM9261
Agencourt AMPure XP SPRI beads Beckman Coulter Genomics A63881 beads for DNA cleanup
Elution Buffer  Qiagen 10 mM Tris HCl, pH 8.5
Quant-iT dsDNA HS Assay Kit  Invitrogen Q32854
Qubit fluorometer  Invitrogen Q32857
Nextera XT DNA Sample Prep Kit  Illumina FC-131-1096
Nextera XT DNA Index Kit  Illumina FC-131-1001
Tapestation 2200 Agilent G2965AA
High Sensitivity D1000 reagents Agilent 5067-5585
High Sensitivity D1000 ScreenTape Agilent 5067-5584
BioAnalyzer 2100  Agilent G2939AA
High Sensitivity DNA reagents Agilent 5067-4626
Library Quantification Complete kit (Universal) Kapa Biosystems KK4824 alternative to tapestation, bioanalyzer for library quantification

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  10. . Illumina Technologies Available from: (2015)
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Unbiased Deep Sequencing

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