Jun 07, 2023

Public workspaceClinical metagenomic sequencing - CSF RNA and DNA Illumina MiSeq

  • Gert Marais1,
  • Ziyaad Valley-Omar1,
  • Kathleen Bateman2,
  • Kate McMullen2,
  • Dieter van der Westhuizen1,
  • Moepeng Maseko1,
  • Suzaan Marais2,
  • Diana Hardie1,
  • Adrian Brink1
  • 1University of Cape Town, National Health Laboratory Service;
  • 2University of Cape Town
  • Gert Marais: Medical Microbiology;
  • Ziyaad Valley-Omar: Medical Virology
  • Kathleen Bateman: Neurology
  • Kate McMullen: Neurology
  • Dieter van der Westhuizen: Chemical Pathology
  • Moepeng Maseko: Medical Virology
  • Suzaan Marais: Neurology
  • Diana Hardie: Medical Virology
  • Adrian Brink: Medical Microbiology
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Protocol CitationGert Marais, Ziyaad Valley-Omar, Kathleen Bateman, Kate McMullen, Dieter van der Westhuizen, Moepeng Maseko, Suzaan Marais, Diana Hardie, Adrian Brink 2023. Clinical metagenomic sequencing - CSF RNA and DNA Illumina MiSeq. protocols.io https://dx.doi.org/10.17504/protocols.io.j8nlkk7wdl5r/v1
License: This is an open access protocol distributed under the terms of the Creative Commons Attribution License,  which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited
Protocol status: Working
We use this protocol and it's working
Created: August 15, 2022
Last Modified: June 07, 2023
Protocol Integer ID: 68673
Keywords: Clinical metagenomics, CSF, central nervous system infections
Funders Acknowledgement:
Oppenheimer Generations Research and Conservation
Grant ID: N/A
Poliomyelitis Research Foundation
Grant ID: 21/68
Disclaimer
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Abstract
This protocol was developed to evaluate unbiased cerebrospinal fluid metagenomics at a referral centre in South Africa. Commercial kit protocols are generally used unmodified and limited use of in-house developed methods or reagents is made. This maintains the simplicity and accessibility of the protocol which can serve as a base for evaluation of process improvements.
Guidelines
Please note: This protocol is intended for research use only.

1) This protocol functions optimally with low cell-count CSF specimens with minimal human DNA. High cell-count specimens should ideally be evaluated using sequencing protocols that include general microbiome enrichment or targeted enrichment and/or human DNA depletion.

2) The number of individuals performing the clinical metagenomic sequencing (CMS) protocol and the number of days over which it is performed determines the order of steps.

3) Sodium hypochlorite is the preferred cleaning solution

4) The preferred run size is 10 samples and 2 controls though the cellularity of used CSF may alter the preferred run size due to increased quantity of human DNA. Master mix volumes are calculated and presented here for this run size.

5) The total hands-on time (including incubation and thermocycler time) for the protocol is 14 hours and 11 minutes. This assumes a single operator and 10 samples with 2 controls. The time estimate excludes sequencing time (generally 48-56 hours with the MiSeq v3 600-cycle kits) and bioinformatics time. It is generally advisable to perform the protocol over 2 days.

6) Prior to use samples should be stored at Temperature-70 °C and defrosted immediately prior to use.

Materials
Reagents

ReagentNUCLISENS easyMAG extraction reagentsbioMérieux
ReagentRNA Clean & Concentrator™-5Zymo ResearchCatalog #R1015
ReagentSuperScript™ IV First-Strand Synthesis SystemThermo Fisher ScientificCatalog #18091050
ReagentSecond strand synthesis kit Invitrogen - Thermo FisherCatalog #A48571
ReagentiTaq Universal SYBR® Green One-step kitBioRad SciencesCatalog #1725150
ReagentIllumina DNA Prep (M) Tagmentation (24 Samples)Illumina, Inc.Catalog #20018704
ReagentIllumina Nextera DNA CD indexes (24 indexes) illumina
ReagentMiSeq v3 Sequencing Reagents (600 cycles)Illumina, Inc.Catalog #MS-102-3003
ReagentPhiX Control v3Illumina, Inc.Catalog #FC-110-3001
ReagentQubit 1X dsDNA HS Assay KitThermo Fisher ScientificCatalog #Q33230
ReagentAgencourt AMPure XPBeckman CoulterCatalog #A63880
ReagentViral Multiplex Reference 11/242 NIBSCNational Institute of Biological Standards and Control (NIBSC)Catalog #11/242
Optional (ReagentHigh Sensitivity D5000 ScreenTapeAgilent TechnologiesCatalog #5067-5592 )
Optional (ReagentHigh Sensitivity D5000 ReagentsAgilent TechnologiesCatalog #5067-5593 )

Custom reagents



Consumables

ReagentEthanol (100%, Molecular Biology Grade)Fisher ScientificCatalog #BP2818500
ReagentSodium Hydroxide 1M solution
ReagentFalcon tube (50 mL)
ReagentSafe-Lock Tubes 1.5 ml PCR clean DNA LoBindEppendorfCatalog #0030108051
Reagent96 well LoBind PCR plates Semi-skirtedEppendorfCatalog #0030129504
ReagentNuclease-free Water
ReagentAssorted Pipette tips (filter) 10ul 100ul 200ul 1000ul
ReagentSodium Hypochlorite Solution

Equipment

Equipment
NUCLISENS easyMag
NAME
Nucleic acid extraction
TYPE
bioMerieux
BRAND
N/A
SKU
LINK

Equipment
MiSeq
NAME
Sequencer
TYPE
illumina
BRAND
SY-410-1003
SKU
LINK

Equipment
Set of micropipettes with rack: 100-1000 µl, 20-200 µl, 2-20 µl, and 0.5-10 µl
NAME
Pipettor set
TYPE
Pipetman
BRAND
QP-1001-07
SKU
LINK
Can use equivalent Pipettors
SPECIFICATIONS

Equipment
CFX96 Touch Real-Time PCR
NAME
qPCR
TYPE
Bio-Rad
BRAND
#1855195
SKU
LINK
Download CFX96 Touch.jpg


Equipment
Magnetic Stand-96
NAME
ThermoFisher Scientific
BRAND
AM10027
SKU
LINK


Equipment
Qubit Fluorometer
NAME
Fluorometer
TYPE
Invitrogen
BRAND
Q33238
SKU
LINK

Equipment
Centrifuge
NAME
Benchtop Centrifuge
TYPE
Eppendorf
BRAND
5405000441
SKU
LINK
Any benchtop centrifuge will suffice
SPECIFICATIONS

Equipment
SimpliAmp Thermal Cycler
NAME
PCR
TYPE
Applied Biosystems
BRAND
A24811
SKU
LINK
Any standard PCR thermocycler will suffice
SPECIFICATIONS

Equipment
Plate centrifuge
NAME
Centrifuge
TYPE
Any
BRAND
N/A
SKU

Protocol materials
ReagentAgencourt AMPure XPBeckman CoulterCatalog #A63880
In Materials and 3 steps
ReagentHigh Sensitivity D5000 ScreenTapeAgilent TechnologiesCatalog #5067-5592
Materials
ReagentFalcon tube (50 mL)
Materials
ReagentSafe-Lock Tubes 1.5 ml PCR clean DNA LoBindEppendorfCatalog #0030108051
Materials
ReagentViral Multiplex Reference 11/242 NIBSCNational Institute of Biological Standards and Control (NIBSC)Catalog #11/242
In Materials and 2 steps
Reagent96 well LoBind PCR plates Semi-skirtedEppendorfCatalog #0030129504
In Materials and 6 steps
ReagentEthanol (100%, Molecular Biology Grade)Fisher ScientificCatalog #BP2818500
In Materials and 3 steps
ReagentiTaq Universal SYBR® Green One-step kitBio-Rad LaboratoriesCatalog #1725150
Materials, Step 5
ReagentNUCLISENS easyMAG extraction reagentsbioMérieux
Materials
ReagentIllumina DNA Prep (M) Tagmentation (24 Samples)Illumina, Inc.Catalog #20018704
In Materials and 2 steps
ReagentIllumina Nextera DNA CD indexes (24 indexes) Illumina, Inc.
Materials, Step 7
ReagentRNA Clean & Concentrator™-5Zymo ResearchCatalog #R1015
Materials, Step 1
ReagentSafe-Lock Tubes 1.5 ml PCR clean DNA LoBindEppendorfCatalog #0030108051
In 4 steps
ReagentMiSeq v3 Sequencing Reagents (600 cycles)Illumina, Inc.Catalog #MS-102-3003
Materials, Step 12
ReagentSodium Hypochlorite Solution
Materials
ReagentSecond strand synthesis kit Invitrogen - Thermo FisherCatalog #A48571
Materials, Step 3
ReagentHigh Sensitivity D5000 ReagentsAgilent TechnologiesCatalog #5067-5593
Materials
ReagentSodium Hydroxide 1M solution
Materials, Step 12
ReagentPhiX Control v3Illumina, Inc.Catalog #FC-110-3001
Materials, Step 12
ReagentSuperScript™ IV First-Strand Synthesis SystemThermo Fisher ScientificCatalog #18091050
Materials, Step 2
ReagentQubit 1X dsDNA HS Assay KitThermo Fisher ScientificCatalog #Q33230
In Materials and 3 steps
ReagentNuclease-free Water
In Materials and 3 steps
ReagentAssorted Pipette tips (filter) 10ul 100ul 200ul 1000ul
Materials
Nucleic Acid Purification
Nucleic Acid Purification
1h 35m
1h 35m

Safety information
Clinical samples should be handled with appropriate biosafety and infection prevention and control precautions.

Perform total nucleic acid extraction using the NUCLISENS easyMAG platform or another similar total nucleic acid extraction platform.
  • The preferred run size is 10 samples and 2 controls
  • The preferred positive control is the NIBSC Viral Multiplex Reference 11/242
  • The preferred negative control is the extraction platform lysis buffer
  • The internal control used is laboratory specific and the volume used is dependent on its specific characteristics and lab optimisation prior to use
  • Enter the sample details in the table below


Sample identifierSample input volume (ul)
Positive control
Negative control
Table: Sample details and input volume

The following consumables are required for this step:

ReagentSafe-Lock Tubes 1.5 ml PCR clean DNA LoBindEppendorfCatalog #0030108051
ReagentViral Multiplex Reference 11/242 NIBSCNational Institute of Biological Standards and Control (NIBSC)Catalog #11/242

The following equipment is required for this step:


Equipment
NUCLISENS easyMag
NAME
Nucleic acid extraction
TYPE
bioMerieux
BRAND
N/A
SKU
LINK

Equipment
Centrifuge
NAME
Benchtop Centrifuge
TYPE
Eppendorf
BRAND
5405000441
SKU
LINK
Any benchtop centrifuge will suffice
SPECIFICATIONS

1h 35m
Remove CSF samples fromTemperature-70 °C storage and defrost TemperatureOn ice . Label the sample elution tubes (1 for RNA and 1 for total nucleic acids for each sample) and easyMAG lysis buffer tubes while the samples defrost.

15m
Briefly centrifuge the samples.

Centrifigation280 x g, 4°C, 00:00:30


5m
Add Amount200-1000 µL of sample to a easyMAG lysis buffer tube. Similarly add Amount200-1000 µL of the positive control to a lysis buffer tube. CAUTION: Avoid sample cross-contamination.

ReagentViral Multiplex Reference 11/242 NIBSCIllumina, Inc.Catalog #11/242

5m
Add Amount10 µL of internal control to each sample in lysis buffer (including the positive control and negative control lysis buffer tube which contains no sample). CAUTION: Avoid sample cross-contamination.

5m
Incubate at TemperatureRoom temperature for Duration00:10:00 . Program the sample order on the easyMAG instrument and load the required disposable plastics. Set the elution volume to Amount35 µL .



10m
Add Amount50 µL of easyMAG magnetic silica to each sample and internal control containing lysis buffer tube.

5m
Add the contents of the lysis buffer tube to the easyMAG processing wells and start the instrument.
40m
Store Amount20 µL of extracted total nucleic acids in a labelled tube and store at Temperature-20 °C until ready to proceed to library preparation. The remaining Amount15 µL of extracted total nucleic acids is used generate cDNA from the RNA fraction of extracted total nucleic acids.

5m
cDNA from purified RNA
cDNA from purified RNA
4h 10m
4h 10m
Perform RNA purification from a fraction of the extracted total nucleic acids using the ReagentRNA Clean & Concentrator™-5Illumina, Inc.Catalog #R1015

The following consumables are required for this step:

ReagentEthanol (100%, Molecular Biology Grade)Illumina, Inc.Catalog #BP2818500
ReagentSafe-Lock Tubes 1.5 ml PCR clean DNA LoBindIllumina, Inc.Catalog #0030108051

The following equipment is required for this step:
Equipment
Centrifuge
NAME
Benchtop Centrifuge
TYPE
Eppendorf
BRAND
5405000441
SKU
LINK
Any benchtop centrifuge will suffice
SPECIFICATIONS

Prior to starting:

  • Add Amount96 mL of 100% ethanol to the Amount24 mL RNA wash buffer concentrate.
  • Reconstitute the lyophilised DNAse I with nuclease-free water to a concentration of 1 U/ul or defrost an aliquot of previously reconstituted DNAse I.
1h 10m
Prepare DNAse I master mix as follows:

ComponentVolume per sample (ul)Total volume (ul) (13)
DNA digestion buffer565
DNAse I enzyme (1 U/ul)565
Nuclease-free water25325
Total 35455
Table: DNAse I master mix

5m
Add Amount35 µL of DNAse I master mix to each sample tube with Amount15 µL of total nucleic acids and mix my inverting gently.

5m
Incubate at TemperatureRoom temperature for Duration00:15:00 . Label a Zymo-Spin IC column and an elution tube for each sample and set aside.
15m
Add Amount100 µL RNA binding buffer to each sample

5m
Add Amount150 µL of 100% ethanol to each sample and mix by inverting

5m
Transfer the sample to its labelled Zymo-Spin IC column in a collection tube and centrifuge. Discard the flow-through.

Centrifigation10000-16000 x g, 00:00:30

5m
Add Amount400 µL RNA Prep Buffer to each column and centrifuge. Discard the flow-through.

Centrifigation10000-16000 x g, 00:00:30

5m
Add Amount700 µL RNA Wash Buffer to each column and centrifuge. Discard the flow-through.

Centrifigation10000-16000 x g, 00:00:30

5m
Add Amount400 µL RNA Wash Buffer to each column and centrifuge. Transfer the column to a labelled elution tube.

Centrifigation10000-16000 x g, 00:01:00
10m
Add Amount12 µL of DNAse/RNAse-Free Water directly to the column matrix and centrifuge.

Centrifigation10000-16000 x g, 00:01:00

10m
Perform first-strand synthesis on the purified RNA using the ReagentSuperScript™ IV First-Strand Synthesis SystemThermo Fisher ScientificCatalog #18091050 kit.

The following consumables are required for this step:

Reagent96 well LoBind PCR plates Semi-skirtedEppendorfCatalog #0030129504

The following equipment is required for this step:
Equipment
SimpliAmp Thermal Cycler
NAME
PCR
TYPE
Applied Biosystems
BRAND
A24811
SKU
LINK
Any standard PCR thermocycler will suffice
SPECIFICATIONS

1h
Prepare priming master mix as follows TemperatureOn ice :
ComponentVolume per sample (ul)Total volume (ul) (13)
50ng/ul random hexamers113
10mM dNTP mix113
Total 226
Table: Priming master mix

5m
Combine the priming master mix with Amount11 µL of purified RNA

5m
Incubate the priming reaction at Temperature65 °C for Duration00:05:00 and then put the reaction TemperatureOn ice for Duration00:01:00 . Set the thermocycler lid to Temperature105 °C

10m

Prepare the 1st strand synthesis master mix as follows TemperatureOn ice :
ComponentVolume per sample (ul)Total volume (ul) (13)
5X SSIV Buffer452
100mM DTT113
Ribonuclease inhibitor113
Superscript IV RT (200U/ul)113
Total791
Table: 1st strand master mix

5m
Add the Amount13 µL of RNA with annealed primers to Amount7 µL of 1st strand master mix TemperatureOn ice

5m
Incubate the reaction in a thermocycler with the lid set to Temperature105 °C as follows:
Temperature (degrees Celsius)Time (minutes)
2310
5510
8010
4Hold
Table: 1st strand thermocycler parameters

30m
Perform 2nd strand synthesis on the 1st strand synthesis product using the ReagentSecond strand synthesis kit Invitrogen - Thermo FisherCatalog #A48571 kit.

The following consumables are required for this step:

Reagent96 well LoBind PCR plates Semi-skirtedEppendorfCatalog #0030129504

The following equipment is required for this step:
Equipment
SimpliAmp Thermal Cycler
NAME
PCR
TYPE
Applied Biosystems
BRAND
A24811
SKU
LINK
Any standard PCR thermocycler will suffice
SPECIFICATIONS

1h 15m
Prepare the 2nd strand cDNA synthesis master mix as follows TemperatureOn ice :
ComponentVolume per sample (ul)Total volume (ul) (13)
Nuclease-free water55715
5X second strand reaction mix20260
Second strand enzyme mix565
Total801040
Table: 2nd strand synthesis master mix

5m
Add Amount20 µL of 1st strand synthesis product to Amount80 µL of 2nd strand synthesis master mix

5m
Incubate the reaction at Temperature16 °C for Duration01:00:00 . Set the thermocycler lid to Temperature40 °C .

1h
Stop the reaction by adding Amount6 µL of Concentration0.5 Molarity (M) EDTA, Ph8

5m
Purify the cDNA using ReagentAgencourt AMPure XPBeckman CoulterCatalog #A63880 beads.

The following consumables are required for this step:


ReagentEthanol (100%, Molecular Biology Grade)Fisher ScientificCatalog #BP2818500
ReagentSafe-Lock Tubes 1.5 ml PCR clean DNA LoBindEppendorfCatalog #0030108051
ReagentNuclease-free Water

The following equipment is required for this step:
Equipment
Magnetic Stand-96
NAME
ThermoFisher Scientific
BRAND
AM10027
SKU
LINK
Prior to starting:

  • Prepare 80% ethanol
  • Label the purified cDNA tubes
  • Bring the ReagentAgencourt AMPure XPBeckman CoulterCatalog #A63880 beads to TemperatureRoom temperature and resuspend by vortexing.

45m
Add Amount180 µL (1.8X) of ReagentAgencourt AMPure XPIllumina, Inc.Catalog #A63880 to Amount100 µL of 2nd strand synthesis product from 4.4 and mix well by pipetting up and down 10 times.

5m
Incubate for Duration00:05:00 at TemperatureRoom temperature


5m
Place the sample plate on a magnetic stand and allow the solution to clear (Duration00:05:00 )

5m
Discard the supernatant without disturbing the beads
2m
Add Amount200 µL of 80% ethanol to each well with the sample plate on the magnetic stand and incubate at room temperature for Duration00:00:30 .

2m
Discard the supernatant without disturbing the beads
2m
Repeat the wash steps once. Use a P20 pipette to remove residual ethanol from each well
5m
Air dry the beads (±Duration00:02:00 ) but do not allow the surface to crack.

2m
Remove the plate from the magnetic rack. Elute the DNA from the beads by adding Amount25 µL nuclease-free water to the beads. Mix well by pipetting up and down 10 times.

5m
Incubate for Duration00:02:00 at TemperatureRoom temperature

2m
Place the sample plate on a magnetic stand and allow the solution to clear (Duration00:05:00 )
5m
Remove Amount22 µL of the supernatant and transfer to a clean nuclease-free tube

5m
Pre-Sequencing QC PCR
Pre-Sequencing QC PCR
40m
40m
Perform a QC real-time PCR using the ReagentiTaq Universal SYBR® Green One-step kitIllumina, Inc.Catalog #1725150 kit. The primers should be specific to the internal control used. This protocol used Tobacco Mild Green Mosaic virus as an internal control with the following primers diluted as per the iTaq kit package insert:

PrimerSequence
Forward5'-GGATATGTCTAAGTCTGTTGC-3'
Reverse5'-CAGACAACTCGGGTGCG-3'
Ellis MD, Hoak JM, Ellis BW, Brown JA, Sit TL, Wilkinson CA, Reed TD, Welbaum GE. Quantitative real-time PCR analysis of individual flue-cured tobacco seeds and seedlings reveals seed transmission of tobacco mosaic virus. Phytopathology. 2020 Jan 19;110(1):194-205.
The following consumables are required for this step:

Reagent96 well LoBind PCR plates Semi-skirtedIllumina, Inc.Catalog #0030129504

The following equipment is required for this step:
Equipment
CFX96 Touch Real-Time PCR
NAME
qPCR
TYPE
Bio-Rad
BRAND
#1855195
SKU
LINK
Download CFX96 Touch.jpg

40m
Prepare the master mix as follows TemperatureOn ice

ComponentVolume per sample (ul)Total (ul) (13)
iTaq Universal SYBR reaction mix (2X)10130
iScript RT0.253.25
Nuclease-free water2.7535.75
Forward primer113
Reverse primer113
Total volume 15195
Table: Spiked internal control PCR master mix. Sample volume per reaction is 5ul

5m
Add Amount5 µL of post 2nd strand synthesis clean-up product to Amount15 µL of master mix

5m
Run the following PCR program on a qPCR machine reading the SYBR green fluorophore
Temperature (degrees Celsius)Time (seconds)Cycles
95601
951040
5820 (+Read)
Table: Spiked internal control PCR thermocycler parameters. The internal control spike-in should be to a target Ct value of 30±2. The kit reverse transcriptase step is skipped.

30m
Library Preparation
Library Preparation
6h 40m
6h 40m

Prepare the tagmentation reaction from theReagentIllumina DNA Prep (M) Tagmentation (24 Samples)Illumina, Inc.Catalog #20018704 kit.

The following consumables are required for this step:

Reagent96 well LoBind PCR plates Semi-skirtedIllumina, Inc.Catalog #0030129504

The following equipment is required for this step:
Equipment
SimpliAmp Thermal Cycler
NAME
PCR
TYPE
Applied Biosystems
BRAND
A24811
SKU
LINK
Any standard PCR thermocycler will suffice
SPECIFICATIONS

Equipment
Magnetic Stand-96
NAME
ThermoFisher Scientific
BRAND
AM10027
SKU
LINK

Prior to starting:
  • Bring the bead-linked transposomes (BLT), tagmentation buffer 1 (TB1), tagmentation stop buffer (TSB) and tangent wash buffer (TWB) to TemperatureRoom temperature and vortex to mix

1h 17m
Pool Amount15 µL of extracted total nucleic acids (from initial nucleic acid purification step) and Amount15 µL of purified cDNA (prepared from purified and isolated RNA) in a Reagent96 well LoBind PCR plates Semi-skirtedEppendorfCatalog #0030129504

5m
Prepare the tagmentation master mix as follows:

Component Volume per sample (ul)Total (ul) (12)
Bead-linked transposomes (BLT)11132
Tagmentation buffer 1 (TB1) 11132
Total22264
Table: Tagmentation master mix. Vortex to mix.

5m
Add Amount20 µL of master mix to Amount30 µL of pooled DNA and mix by pipetting up and down 10 times

5m
Run the following program on a thermocycler with the lid set to Temperature100 °C

StepTemperature (degrees Celsius)Time (minutes)
Tagmentation5515
Hold10Hold
Table: Tagmentation thermocycler parameters.

15m
Add Amount10 µL of tagmentation stop buffer to each reaction and pipette up and down slowly to resuspend

5m
Run the following program on a thermocycler with the lid set to Temperature100 °C
StepTemperature (degrees Celsius)Time (minutes)
Incubation3715
Hold10Hold
Table: Tagmentation stop thermocycler parameters.

15m
Place the sample plate on a magnetic stand and allow it to clear Duration00:03:00

3m
Remove and discard the supernatant
2m
Wash by removing the plate from the magnetic stand and adding Amount100 µL of tagment wash buffer directly onto the beads, pipetting up and down slowly to resuspend

5m
Place the plate on the magnetic stand and wait for the solution to clear Duration00:03:00

3m
Remove and discard the supernatant
2m
Repeat the wash step

10m
Remove the plate from the magnetic stand and add Amount100 µL of tagment wash buffer directly onto the beads and resuspend. Cover the plate and place on the magnetic stand until the amplification step.

2m
Amplify the tagmented DNA using the ReagentIllumina Nextera DNA CD indexes (24 indexes) Illumina, Inc. and theReagentIllumina DNA Prep (M) Tagmentation (24 Samples)Illumina, Inc.Catalog #20018704 kit.

The following consumables are required for this step and steps immediately following:

ReagentEthanol (100%, Molecular Biology Grade)Illumina, Inc.Catalog #BP2818500
Reagent96 well LoBind PCR plates Semi-skirtedIllumina, Inc.Catalog #0030129504
ReagentNuclease-free WaterIllumina, Inc.
ReagentQubit 1X dsDNA HS Assay KitIllumina, Inc.Catalog #Q33230

The following equipment is required for this step:
Equipment
SimpliAmp Thermal Cycler
NAME
PCR
TYPE
Applied Biosystems
BRAND
A24811
SKU
LINK
Any standard PCR thermocycler will suffice
SPECIFICATIONS

Equipment
Centrifuge
NAME
Benchtop Centrifuge
TYPE
Eppendorf
BRAND
5405000441
SKU
LINK
Any benchtop centrifuge will suffice
SPECIFICATIONS

Equipment
Plate centrifuge
NAME
Centrifuge
TYPE
Any
BRAND
N/A
SKU

Equipment
Magnetic Stand-96
NAME
ThermoFisher Scientific
BRAND
AM10027
SKU
LINK

Equipment
Qubit Fluorometer
NAME
Fluorometer
TYPE
Invitrogen
BRAND
Q33238
SKU
LINK

Prior to starting this step and and steps immediately following:
  • Thaw and bring to TemperatureRoom temperature the index adaptors. Thaw the Enhanced PCR mix TemperatureOn ice .
  • Bring the sample purification beads (SPB) to TemperatureRoom temperature
  • Thaw the resuspension buffer (RSB) and allow it to come to TemperatureRoom temperature
  • Prepare 80% ethanol


Sample identifierSample indexes
Positive control
Negative control
Table: Sample identifier and barcoding details.



2h 31m
Prepare amplification master mix as follows:


ComponentVolume (ul)Total (ul) (12)
Enhanced PCR mix (EPM)22264
Nuclease-free water22264
Total44528
Table: Amplification master mix.

5m
Vortex and centrifuge Centrifigation280 x g, 00:00:10

1m
With the plate/tube from the post-tagmentation clean-up, discard the supernatant and remove from the magnetic stand
2m
Add Amount40 µL of PCR master mix directly onto the beads of each sample and pipette up and down to ensure the beads are fully suspended before sealing the plate and centrifuge Centrifigation280 x g, 00:00:10

5m
Add adaptors to each sample – Amount5 µL i7 adaptor and Amount5 µL i5 adaptor and record the used combination – and mix by pipetting up and down 10 times and centrifuge Centrifigation280 x g, 00:00:10

10m
Run the following PCR program with the lid set to Temperature100 °C

Temperature (degrees Celsius)Time (seconds)Cycles
681801
981801
984512
6230
68120
68601
10HoldHold
Table: Amplification thermocycler parameters. The cycle number can be adjusted based on input DNA.

50m
Centrifuge the samples Centrifigation280 x g, 00:01:00

1m
Place the plate on a magnetic stand and allow the liquid to clearDuration00:05:00

5m
Transfer Amount45 µL supernatant from each well into a new plate

2m
Vortex the sample purification beads and add Amount81 µL to each well containing supernatant and pipette 10 times to mix

5m
Incubate the plate for Duration00:05:00 at TemperatureRoom temperature

5m
Place plate on a magnetic stand and wait for the liquid to clear Duration00:05:00

5m
Remove and discard the supernatant
2m
Wash by adding Amount200 µL of freshly prepared 80% ethanol to each well without mixing
5m
Incubate for Duration00:00:30

30s
Remove and discard the supernatant
5m
Repeat the wash step once
10m 30s
Use a small volume pipettor remove residual ethanol
2m
Air-dry for up to Duration00:01:00 but do not let the beads crack

1m
Add Amount32 µL of resuspension buffer (RSB) to the beads and resuspend

5m
Incubate at room temperature for Duration00:02:00

2m
Place on a magnetic stand and allow the liquid to clear (Duration00:02:00 )

2m
Transfer Amount30 µL of supernatant to a new plate

5m
Quantify the libraries using a Qubit fluorometer using:
ReagentQubit 1X dsDNA HS Assay KitIllumina, Inc.Catalog #Q33230

Sample identifierConcentration (ng/ul)
Positive control
Negative control
Table: Sample identifier and library concentration after clean-up 1.

15m
Additional clean-up: Libraries quantified as >10ng/ul will undergo a double-sided clean-up

27m
Add Amount25 µL of cleaned library to a new plate (double-sided clean-up plate 1)

5m
Add Amount60 µL of nuclease-free water

5m
Add Amount45 µL of SPB

5m
Incubate at TemperatureRoom temperature for Duration00:05:00

5m
Place the plate on a magnetic stand and allow the liquid to clear. During this time, to a second plate (double-sided clean-up plate 2) add Amount15 µL of undiluted SPB to each well to be used.

5m
Transfer Amount125 µL of supernatant from double-sided clean-up plate 1 to the predispensed Amount15 µL of SPB in double-sided clean-up plate 2. Discard double-sided clean-up plate 1.

2m
Additional clean-up: Libraries quantified as <10ng/ul will undergo a single-sided clean-up
15m
Add Amount25 µL of libary to a new plate (corresponding wells in the double-sided clean-up plate 2 from may be used)

5m
Add Amount60 µL of nuclease-free water

5m
Add Amount60 µL of SPB

5m
Finalisation of libraries
50m
Incubate the plate(s) (double-sided clean-up plate 2 ) at TemperatureRoom temperature for Duration00:05:00

5m
Place on a magnetic stand and wait for the liquid to clear (Duration00:02:00 )

2m
Remove and discard the supernatant
5m
Wash by adding Amount200 µL of freshly prepared 80% ethanol to each well without mixing
5m
Incubate for Duration00:00:30

30s
Remove and discard the supernatant
5m
Repeat the wash step once
10m 30s
Using a small volume pipettor remove residual ethanol
2m
Air-dry for up to Duration00:01:00 but do not let the beads crack
1m
Add Amount30 µL of resuspension buffer (RSB) to the beads and resuspend
5m
Incubate at room temperature for Duration00:02:00

2m
Place the plate on a magnetic stand and wait for the liquid to clear (Duration00:02:00 )

2m
Transfer Amount28 µL of supernatant to a nuclease-free tube

5m
Quantification and QC of libraries
1h 20m
Quantify the libraries using a Qubit fluorometer using:
ReagentQubit 1X dsDNA HS Assay KitIllumina, Inc.Catalog #Q33230

Sample identifierConcentration (ng/ul)
Positive control
Negative control
Table: Sample identifier and library concentration after final clean-up.

15m
(Optionally) evaluate the library mean fragment size using a TapeScreen instrument. If this is not done, use a default mean fragment size of 600bp.
1h
Calculate the Molar concentration of the library using the following formula:


5m
Sequencing
Sequencing
2d 9h 6m
2d 9h 6m
Prepare the quantified and quality controlled libraries for loading and load the Sequencing instrument.

The following consumables are required for this step:

ReagentSodium Hydroxide 1M solutionIllumina, Inc.
ReagentSafe-Lock Tubes 1.5 ml PCR clean DNA LoBindIllumina, Inc.Catalog #0030108051
ReagentNuclease-free WaterIllumina, Inc.
ReagentMiSeq v3 Sequencing Reagents (600 cycles)Illumina, Inc.Catalog #MS-102-3003
ReagentPhiX Control v3Illumina, Inc.Catalog #FC-110-3001

The following equipment is required for this step:
Equipment
MiSeq
NAME
Sequencer
TYPE
illumina
BRAND
SY-410-1003
SKU
LINK

Equipment
Centrifuge
NAME
Benchtop Centrifuge
TYPE
Eppendorf
BRAND
5405000441
SKU
LINK
Any benchtop centrifuge will suffice
SPECIFICATIONS
Prior to starting this step and and steps immediately following:
  • Defrost the PhiX control
  • Ensure the MiSeq instrument doesn't require maintenance or a weekly wash
  • Remove the Illumina Miseq v3 reagent cartridge from Temperature-20 °C storage and defrost in a water bath approximately Duration01:00:00 before its intended use. Alternatively place it at Temperature4 °C overnight prior to its intended use
  • Defrost buffer HT-1 TemperatureOn ice and keep at Temperature4 °C until use
  • Prepare a fresh solution of Concentration0.2 Molar NaOH
  • Create the sample sheet using the appropriate software that will be used for the MiSeq sequencing run (this will indicate the number of cycles, the library preparation parameters and the sample names and indexes for use by the instrument to set the run parameters and demultiplex the output data)

2d 9h 6m
Dilute the prepared libraries to Concentration4 nanomolar (nM) using nuclease-free water and pool them in a single LoBind Eppendorf tube

10m
Combine the diluted library and Concentration0.2 Molar NaOH solution in a LoBind Eppendorf tube to denature the libraries as follows:

ComponentVolume (ul)
4nM pooled libraries 5
0.2M NaOH5
Total volume10
Table: Library denaturation.


2m
Vortex briefly and spin-down the denaturing libraries and incubate for Duration00:05:00 at TemperatureRoom temperature

5m
Stop the reaction by adding Amount990 µL of chilled HT-1 buffer

2m
Invert several times and spin-down the solution
2m
Repeat the denaturation and stopping of a Concentration4 nanomolar (nM) PhiX library

21m
The denatured library concentration is Concentration20 picomolar (pM) . Remove Amount100 µL from the library and add Amount100 µL of the Concentration20 picomolar (pM) denatured and stopped PhiX library

2m
Further dilute the library (with added PhiX) to a Concentration10 picomolar (pM) concentration and keep the reaction TemperatureOn ice until the library is loaded into the MiSeq reagent cartridge

2m
Follow the prompts on the MiSeq screen to load the flow cell, wash buffer and reagent cartridge and load Amount600 µL of Concentration10 picomolar (pM) pooled libary solution (with PhiX) prior to loading the cartridge.

20m
Start the sequencer
2d 8h
Bioinformatics
Bioinformatics
The bioinformatics tools needed to perform the complete analysis are available at: https://github.com/RuanMarais/UCT_metagenomics. Alternatively, basic analysis can be performed as described below.
The analysis described below was performed on a computer with a 32-core Intel(R) Xeon(R) CPU and 124Gb of RAM. Analysis was done locally and the computer was running Linux (Ubuntu distribution).
To install the required packages run the following commands:
Command
Installs biobakery_workflows (Linux Ubuntu)
conda install -c biobakery biobakery_workflows 

Command
Biobakery dependency  (Linux Ubuntu)
conda install tbb=2020.2

Command
Download kneaddata database (Linux Ubuntu)
kneaddata_database --download human_genome bowtie2 $PATH_TO_WORKING_DIRECTORY
The kneaddata database can also be directly dowloaded from:
Command
Install kraken2 (Linux Ubuntu)
conda install -c bioconda kraken2

Command
Install SPAdes (Linux Ubuntu)
conda install -c bioconda spades 

Command
Install DIAMOND (Linux Ubuntu)
conda install -c bioconda diamond

Command
Install krakentools (Linux Ubuntu)
conda install -c bioconda krakentools

Command
Install PEAR (Linux Ubuntu)
conda install -c bioconda pear

Additional dependencies:

Kraken2 databases can be constructed de novo or are available as pre-constructed databases at:

Download the standard database and the EuPathDB48 database and extract into the working directory where you will analyse the sequencing data.
Additional dependencies:

Download the Trimmomatic (Trimmomatic-0.39) binary file from:
usadellab.org/cms/?page=trimmomatic

and move it (after extraction) to bin as follows:
Command
Move trimmomatic binary file to bin (Linux Ubuntu)
sudo mv $PATH_AFTER_DOWNLOAD /bin

Additional dependencies:

Download the {Reviewed (Swiss-Prot)} fasta file to generate the DIAMOND database from:
Analyse the raw sequencing reads as follows:

1) Human read, contaminant and low-complexity read removal with kneaddata:
Command
kneaddata - human, contaminant and low complexity read removal (Linux Ubuntu)
kneaddata --input $PAIRED_END_RAW_READ_1 --input $PAIRED_END_RAW_READ_2 --reference-db Homo_sapiens_hg37_and_human_contamination_Bowtie2_v0.1 --output ~/$WORKING_DIRECTORY/ --threads 30 --trimmomatic /bin/Trimmomatic-0.39/
Review the kneaddata paired reads in FastQC and make any required modifications to the trimming algorithm if necessary.

2) Taxonomic classification using kraken2:
Command
Run kraken2 taxonomic classifier (Linux Ubuntu)
kraken2 --db $STANDARD_DATABASE_PATH_OR_EUPATHDB48 --threads 30 --report $NAME_OF_REPORT_WITH_DBNAME_DATACLEANSTRATEGY_DATE_SAMPLE --paired $KNEADDATA_PAIRED_READ_1 $KNEADDATA_PAIRED_READ_2 --output $KRAKENFILE

This command is run once for each kraken2 database used. Thus, for this analysis the command twice for the standard and EuPathDB48 databases.

3) Extract unclassified reads using krakentools:
Command
Extract unclassified reads using kraken tools (Linux Ubuntu)
extract_kraken_reads.py -k $KRAKENFILE -t 0 –fastq-output -s $KNEADDATA_PAIRED_READ_1 -s2 $KNEADDATA_PAIRED_READ_2 -o $UNMATCHED_FORWARD -o2 $UNMATCHED_REVERSE
The reads not classified by kraken2 are extracted for further analysis.

4) Generate contigs from unclassified reads using SPAdes:
Command
Generate contigs using SPAdes (Linux Ubuntu)
spades.py --meta -1 $UNMATCHED_FORWARD -2 $UNMATCHED_REVERSE -o $SPADES_OUTPUT_DIRECTORY

5) Generate merged paired-end reads if no contigs are generated:
Command
Assemble paired-end reads (Linux Ubuntu)
pear -f $UNMATCHED_FORWARD -r $UNMATCHED_REVERSE -o $OUTPUT_DIRECTORY
6) Generate the DIAMOND database as follows:
Command
Generate DIAMOND database  (Linux Ubuntu)
diamond makedb --in $SWISS_PROT.fasta -d $DIAMOND_DATABASE_NAME
7) Run DIAMOND on generated contigs and/or assembled unclassified reads (if no contigs are generated):
Command
Run DIAMOND (Linux Ubuntu)
diamond blastx -d $DIAMOND_DATABASE_NAME -q $CONTIGS_OR_ASSEMBLED_READS.fasta -o $DATABASE_MATCHES.tsv

Data visualisation can be done using Pavian. Installation and usage instructions are available here: