After your sequencing run is complete, there are a few methods to obtain the sequencing data in its raw format for downstream analysis. (1) Download from basespace when the run has been linked, or (2) download directly from an external drive that may or may not be connected to the Illumina machine.
In order to download from BaseSpace, the first thing you will need to
do is download the Command Line Interface (CLI) for BaseSpace following
the directions here
https://developer.basespace.illumina.com/docs/content/documentation/cli/cli-overview
using the Linux method. You will want to install onto Wynton in your
home (~
) directory. Specifically run the following commands
on Wynton:
cd ~
wget "https://api.bintray.com/content/basespace/BaseSpaceCLI-EarlyAccess-BIN/latest/\$latest/amd64-linux/bs?bt_package=latest" -O $HOME/bin/bs
chmod u+x $HOME/bin/bs
~/bin/bs auth
The output will be a link that you copy into your browser, and you
will sign into basespace, thereby linking the bs
command to
your account. You will only need to do this once. Once complete, return
to the command line.
There are several options available once you have BaseSpace
installed. Review the link above to find the commands you need. Commands
like ~/bin/bs list run
will list out all of the runs that
are available to you, including the project identifier, which will be
helpful when downloading
(~/bin/bs download run --id {id} --output {run_name}
).
Please cp
your workspace to the
/wynton/group/lynch/NextSeq_data/
directory before running
the download command so that the run downloads to our raw run
directory.
If you completed the steps in A and find that within the run
directory you don’t have a directory called Data
, you may
need to download directly from the external drive connected to the
sequencer. If connected, the data should be there already, so you can
simply walk the drive to your computer.
Now, you will upload the data to Wynton where we will do all sequence data processing.
Start by plugging your drive into your computer. If you have a Mac,
there are two Terminal commands that can upload data: scp
and rsync
. There are benefits to both, but for the purpose
of uploading sequence data, scp is better because it gives informative
progress text. An example usage for your needs would be:
scp -r ~/Volumes/MyDrive/190826_NS500170_0076_AH772CBGXC/ {username}@dt2.wynton.ucsf.edu:/wynton/group/lynch/NextSeq_data/
A couple of things to note:
The -r option means that it will upload all of the files within the run directory.
Here we are uploading using the data transfer node on Wynton (hence, dt2), which offers much faster upload speeds than using a login node. We are also uploading to a directory on Wynton where our raw runs live. This is important for downstream processing.
If you are running on a Windows machine, you will have more success with software like FileZilla and using an SFTP connection (port 22!). Speak with Katie if you need support with this.
You will now need to upload the mapping file using the same method as
above, and it will need to be saved in
/wynton/group/lynch/NextSeq_Processed/mapping_files
. This
will then set you up perfectly for processing the data using the
developed script.
We originally built our sequencing data pipelines to utilize QIIME
mapping files. We now use the Illumina-based mapping files for most new
runs, but the QIIME mapping file pipeline can be helpful for “legacy”
sequencing runs without needing to fully re-build your mapping file.
This file has a .txt extension and typically starts with a header of
column names that include #SampleID
first and
Description
at the end.
Mapping files need to be in a very specific format for the software we use to be able to read them in correctly. You can find all of the details here or here. The long-and-short of it is that your mapping file may not pass QC for a number of reasons (one of the main reasons the whole pipeline breaks within the first 10 minutes). The rules are:
The file should be named with the same date as the run (so
Nextseq_YYMMDD_mapping.txt
matching
YYMMDD_Nextseq500_...
). PLEASE DO THIS. It matches a run to
a mapping file. Three years down the road, we won’t care that you made
your mapping file two days after you started the run, we just want to
know what run it matches to, and the date is the most interpretable and
memorable marker of that.
Should be a tab-delimited file (txt)
The first variable needs to be “#SampleID” (with the hashtag/pound sign, and all applicable capitalization)
Second and third columns should be BarcodeSequence and LinkerPrimerSequence, in that order, though LinkerPrimerSequence contents don’t matter (I believe). Barcode sequence definitely matters.
No duplicate column names
NO BLANK VALUES – ANYWHERE. The new tracking sheet highlights unfilled values in red. Please check that page for any blank values and fill them in before downloading the mapping file as txt.
With QIIME, while periods (.) are okay, you can’t use underscores (_), dashes(-), or any other special characters in the entire file.
We have also discussed adding other descriptive columns to the mapping file including final DNA concentration or 16S copy number, just as additional QC checks if we need to make sure a sample’s composition is consistent with other measured factors from processing
The last column needs to be called “Description” and be filled with the sample name again
All negative controls and empty wells should use “NTC” and “EMTPY” respectively in the SampleType variable. This is the variable used in the Negative Control filtering step to identify negative controls in the dataset. If the script breaks at the negative control filtering step, this is a very likely culprit.
An example of an older mapping file that works with the script, with sample names changed to generic. Clearly you want to make sure that the sample names match up with the data you’re about to analyze. This dummy file can be downloaded from the Lynch Lab Pipeline website.
#SampleID | BarcodeSequence | LinkerPrimerSequence | ForwardPrimer | PrimerPlate | PrimerWell | Sort | Project | WhoExtracted | DNA.Conc | AnySampleRemaining | SampleType | SampleType2 | Description |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Sample1 | TCCCTTGTCTCC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | A1 | 1 | MUPPITS | Doug | 0.7810783 | Y | SAMPLE | NASAL | Sample1 |
Sample2 | ACGAGACTGATT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | A2 | 2 | MUPPITS | Doug | 0.1288942 | N | SAMPLE | NASAL | Sample2 |
Sample3 | GCTGTACGGATT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | A3 | 3 | MUPPITS | Doug | 0.1424257 | Y | SAMPLE | NASAL | Sample3 |
Sample4 | ATCACCAGGTGT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | A4 | 4 | MUPPITS | Doug | 0.3075904 | Y | SAMPLE | NASAL | Sample4 |
Sample5 | TGGTCAACGATA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | A5 | 5 | MUPPITS | Doug | 0.0332309 | Y | SAMPLE | NASAL | Sample5 |
Sample6 | ATCGCACAGTAA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | A6 | 6 | MUPPITS | Doug | 0.1250810 | Y | SAMPLE | NASAL | Sample6 |
Sample7 | GTCGTGTAGCCT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | A7 | 7 | MUPPITS | Doug | 0.4200027 | Y | SAMPLE | NASAL | Sample7 |
Sample8 | AGCGGAGGTTAG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | A8 | 8 | MUPPITS | Doug | 0.5646221 | Y | SAMPLE | NASAL | Sample8 |
Sample9 | ATCCTTTGGTTC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | A9 | 9 | MUPPITS | Doug | 0.1834395 | N | SAMPLE | NASAL | Sample9 |
Sample10 | TACAGCGCATAC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | A10 | 10 | MUPPITS | Doug | 0.4065154 | Y | SAMPLE | NASAL | Sample10 |
Sample11 | ACCGGTATGTAC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | A11 | 11 | MUPPITS | Doug | 0.0527222 | Y | NTC | NTC | Sample11 |
Sample12 | AATTGTGTCGGA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | A12 | 12 | MUPPITS | Doug | 0.3167599 | Y | SAMPLE | NASAL | Sample12 |
Sample13 | TGCATACACTGG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | B1 | 13 | MUPPITS | Doug | 0.5117164 | Y | SAMPLE | NASAL | Sample13 |
Sample14 | AGTCGAACGAGG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | B2 | 14 | MUPPITS | Doug | 0.8168699 | Y | SAMPLE | NASAL | Sample14 |
Sample15 | ACCAGTGACTCA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | B3 | 15 | MUPPITS | Doug | 0.4636830 | Y | SAMPLE | NASAL | Sample15 |
Sample16 | GAATACCAAGTC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | B4 | 16 | MUPPITS | Doug | 0.0297815 | Y | SAMPLE | NASAL | Sample16 |
Sample17 | GTAGATCGTGTA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | B5 | 17 | MUPPITS | Doug | 0.9849059 | Y | SAMPLE | NASAL | Sample17 |
Sample18 | TAACGTGTGTGC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | B6 | 18 | MUPPITS | Doug | 0.0744560 | Y | SAMPLE | NASAL | Sample18 |
Sample19 | CATTATGGCGTG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | B7 | 19 | MUPPITS | Doug | 0.0708397 | Y | SAMPLE | NASAL | Sample19 |
Sample20 | CCAATACGCCTG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | B8 | 20 | MUPPITS | Doug | 0.6100793 | Y | SAMPLE | NASAL | Sample20 |
Sample21 | GATCTGCGATCC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | B9 | 21 | MUPPITS | Doug | 0.1023721 | Y | SAMPLE | NASAL | Sample21 |
Sample22 | CAGCTCATCAGC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | B10 | 22 | MUPPITS | Doug | 0.7359677 | Y | SAMPLE | NASAL | Sample22 |
Sample23 | CAAACAACAGCT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | B11 | 23 | MUPPITS | Doug | 0.6867992 | Y | SAMPLE | NASAL | Sample23 |
Sample24 | GCAACACCATCC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | B12 | 24 | MUPPITS | Doug | 0.0001598 | Y | SAMPLE | NASAL | Sample24 |
Sample25 | GCGATATATCGC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | C1 | 25 | MUPPITS | Doug | 0.5374159 | Y | SAMPLE | NASAL | Sample25 |
Sample26 | CGAGCAATCCTA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | C2 | 26 | MUPPITS | Doug | 0.9209530 | Y | SAMPLE | NASAL | Sample26 |
Sample27 | AGTCGTGCACAT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | C3 | 27 | MUPPITS | Doug | 0.3991068 | Y | SAMPLE | NASAL | Sample27 |
Sample28 | GTATCTGCGCGT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | C4 | 28 | MUPPITS | Doug | 0.1644655 | Y | SAMPLE | NASAL | Sample28 |
Sample29 | CGAGGGAAAGTC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | C5 | 29 | MUPPITS | Doug | 0.5527741 | Y | SAMPLE | NASAL | Sample29 |
Sample30 | CAAATTCGGGAT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | C6 | 30 | MUPPITS | Doug | 0.0183445 | Y | NTC | NTC | Sample30 |
Sample31 | AGATTGACCAAC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | C7 | 31 | MUPPITS | Doug | 0.4388797 | Y | SAMPLE | NASAL | Sample31 |
Sample32 | AGTTACGAGCTA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | C8 | 32 | MUPPITS | Doug | 0.7926006 | Y | SAMPLE | NASAL | Sample32 |
Sample33 | GCATATGCACTG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | C9 | 33 | MUPPITS | Doug | 0.5974992 | Y | SAMPLE | NASAL | Sample33 |
Sample34 | CAACTCCCGTGA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | C10 | 34 | MUPPITS | Doug | 0.4818109 | Y | SAMPLE | NASAL | Sample34 |
Sample35 | TTGCGTTAGCAG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | C11 | 35 | MUPPITS | Doug | 0.6339705 | Y | SAMPLE | NASAL | Sample35 |
Sample36 | TACGAGCCCTAA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | C12 | 36 | MUPPITS | Doug | 0.6212989 | Y | SAMPLE | NASAL | Sample36 |
Sample37 | CACTACGCTAGA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | D1 | 37 | MUPPITS | Doug | 0.0942493 | Y | SAMPLE | NASAL | Sample37 |
Sample38 | TGCAGTCCTCGA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | D2 | 38 | MUPPITS | Doug | 0.2939857 | Y | SAMPLE | NASAL | Sample38 |
Sample39 | ACCATAGCTCCG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | D3 | 39 | MUPPITS | Doug | 0.0326635 | Y | SAMPLE | NASAL | Sample39 |
Sample40 | TCGACATCTCTT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | D4 | 40 | MUPPITS | Doug | 0.3041807 | Y | SAMPLE | NASAL | Sample40 |
Sample41 | GAACACTTTGGA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | D5 | 41 | MUPPITS | Doug | 0.7169907 | Y | SAMPLE | NASAL | Sample41 |
Sample42 | GAGCCATCTGTA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | D6 | 42 | MUPPITS | Doug | 0.9687156 | Y | SAMPLE | NASAL | Sample42 |
Sample43 | TTGGGTACACGT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | D7 | 43 | MUPPITS | Doug | 0.6884949 | Y | SAMPLE | NASAL | Sample43 |
Sample44 | AAGGCGCTCCTT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | D8 | 44 | MUPPITS | Doug | 0.7190858 | Y | SAMPLE | NASAL | Sample44 |
Sample45 | TAATACGGATCG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | D9 | 45 | MUPPITS | Doug | 0.3639897 | Y | SAMPLE | NASAL | Sample45 |
Sample46 | TCGGAATTAGAC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | D10 | 46 | MUPPITS | Doug | 0.5806169 | Y | SAMPLE | NASAL | Sample46 |
Sample47 | TGTGAATTCGGA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | D11 | 47 | MUPPITS | Doug | 0.7083583 | Y | SAMPLE | NASAL | Sample47 |
Sample48 | CATTCGTGGCGT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | D12 | 48 | MUPPITS | Doug | 0.0281156 | Y | SAMPLE | NASAL | Sample48 |
Sample49 | TACTACGTGGCC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | E1 | 49 | MUPPITS | Doug | 0.6354233 | Y | SAMPLE | NASAL | Sample49 |
Sample50 | GGCCAGTTCCTA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | E2 | 50 | MUPPITS | Doug | 0.4567869 | Y | SAMPLE | NASAL | Sample50 |
Sample51 | GATGTTCGCTAG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | E3 | 51 | MUPPITS | Doug | 0.9392233 | Y | NTC | NTC | Sample51 |
Sample52 | CTATCTCCTGTC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | E4 | 52 | MUPPITS | Doug | 0.0834425 | Y | SAMPLE | NASAL | Sample52 |
Sample53 | ACTCACAGGAAT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | E5 | 53 | MUPPITS | Doug | 0.3666240 | Y | SAMPLE | NASAL | Sample53 |
Sample54 | ATGATGAGCCTC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | E6 | 54 | MUPPITS | Doug | 0.1962734 | Y | SAMPLE | NASAL | Sample54 |
Sample55 | GTCGACAGAGGA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | E7 | 55 | MUPPITS | Doug | 0.6166212 | Y | SAMPLE | NASAL | Sample55 |
Sample56 | TGTCGCAAATAG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | E8 | 56 | MUPPITS | Doug | 0.5765813 | Y | SAMPLE | NASAL | Sample56 |
Sample57 | CATCCCTCTACT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | E9 | 57 | MUPPITS | Doug | 0.9462517 | Y | SAMPLE | NASAL | Sample57 |
Sample58 | TATACCGCTGCG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | E10 | 58 | MUPPITS | Doug | 0.1937192 | Y | SAMPLE | NASAL | Sample58 |
Sample59 | AGTTGAGGCATT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | E11 | 59 | MUPPITS | Doug | 0.5259539 | Y | SAMPLE | NASAL | Sample59 |
Sample60 | ACAATAGACACC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | E12 | 60 | MUPPITS | Doug | 0.2531618 | Y | SAMPLE | NASAL | Sample60 |
Sample61 | CGGTCAATTGAC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | F1 | 61 | MUPPITS | Doug | 0.8812484 | Y | SAMPLE | NASAL | Sample61 |
Sample62 | GTGGAGTCTCAT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | F2 | 62 | MUPPITS | Doug | 0.7694885 | Y | SAMPLE | NASAL | Sample62 |
Sample63 | GCTCGAAGATTC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | F3 | 63 | MUPPITS | Doug | 0.4580986 | Y | SAMPLE | NASAL | Sample63 |
Sample64 | AGGCTTACGTGT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | F4 | 64 | MUPPITS | Doug | 0.5351421 | Y | SAMPLE | NASAL | Sample64 |
Sample65 | TCTCTACCACTC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | F5 | 65 | MUPPITS | Doug | 0.1557944 | Y | SAMPLE | NASAL | Sample65 |
Sample66 | ACTTCCAACTTC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | F6 | 66 | MUPPITS | Doug | 0.8917240 | Y | SAMPLE | NASAL | Sample66 |
Sample67 | CTCACCTAGGAA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | F7 | 67 | MUPPITS | Doug | 0.1810661 | Y | SAMPLE | NASAL | Sample67 |
Sample68 | GTGTTGTCGTGC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | F8 | 68 | MUPPITS | Doug | 0.7592205 | Y | SAMPLE | NASAL | Sample68 |
Sample69 | CCACAGATCGAT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | F9 | 69 | MUPPITS | Doug | 0.0034810 | Y | SAMPLE | NASAL | Sample69 |
Sample70 | TATCGACACAAG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | F10 | 70 | MUPPITS | Doug | 0.4569359 | Y | SAMPLE | NASAL | Sample70 |
Sample71 | GATTCCGGCTCA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | F11 | 71 | MUPPITS | Doug | 0.0865273 | Y | SAMPLE | NASAL | Sample71 |
Sample72 | CGTAATTGCCGC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | F12 | 72 | MUPPITS | Doug | 0.0525078 | Y | SAMPLE | NASAL | Sample72 |
Sample73 | GGTGACTAGTTC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | G1 | 73 | MUPPITS | Doug | 0.0756458 | Y | SAMPLE | NASAL | Sample73 |
Sample74 | ATGGGTTCCGTC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | G2 | 74 | MUPPITS | Doug | 0.0727405 | Y | SAMPLE | NASAL | Sample74 |
Sample75 | TAGGCATGCTTG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | G3 | 75 | MUPPITS | Doug | 0.9850628 | Y | SAMPLE | NASAL | Sample75 |
Sample76 | AACTAGTTCAGG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | G4 | 76 | MUPPITS | Doug | 0.8176845 | Y | SAMPLE | NASAL | Sample76 |
Sample77 | ATTCTGCCGAAG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | G5 | 77 | MUPPITS | Doug | 0.2321371 | Y | SAMPLE | NASAL | Sample77 |
Sample78 | AGCATGTCCCGT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | G6 | 78 | MUPPITS | Doug | 0.0944784 | Y | SAMPLE | NASAL | Sample78 |
Sample79 | GTACGATATGAC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | G7 | 79 | MUPPITS | Doug | 0.3069405 | Y | SAMPLE | NASAL | Sample79 |
Sample80 | GTGGTGGTTTCC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | G8 | 80 | MUPPITS | Doug | 0.0043399 | Y | SAMPLE | NASAL | Sample80 |
Sample81 | TAGTATGCGCAA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | G9 | 81 | MUPPITS | Doug | 0.5892653 | Y | SAMPLE | NASAL | Sample81 |
Sample82 | TGCGCTGAATGT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | G10 | 82 | MUPPITS | Doug | 0.8251904 | Y | SAMPLE | NASAL | Sample82 |
Sample83 | ATGGCTGTCAGT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | G11 | 83 | MUPPITS | Doug | 0.0274719 | Y | SAMPLE | NASAL | Sample83 |
Sample84 | GTTCTCTTCTCG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | G12 | 84 | MUPPITS | Doug | 0.3039694 | Y | SAMPLE | NASAL | Sample84 |
Sample85 | CGTAAGATGCCT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | H1 | 85 | MUPPITS | Doug | 0.4381283 | Y | SAMPLE | NASAL | Sample85 |
Sample86 | GCGTTCTAGCTG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | H2 | 86 | MUPPITS | Doug | 0.2787986 | Y | SAMPLE | NASAL | Sample86 |
Sample87 | GTTGTTCTGGGA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | H3 | 87 | MUPPITS | Doug | 0.8775337 | Y | SAMPLE | NASAL | Sample87 |
Sample88 | GGACTTCCAGCT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | H4 | 88 | MUPPITS | Doug | 0.5130315 | Y | SAMPLE | NASAL | Sample88 |
Sample89 | CTCACAACCGTG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | H5 | 89 | MUPPITS | Doug | 0.9927105 | Y | SAMPLE | NASAL | Sample89 |
Sample90 | CTGCTATTCCTC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | H6 | 90 | MUPPITS | Doug | 0.1128763 | Y | SAMPLE | NASAL | Sample90 |
Sample91 | ATGTCACCGCTG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | H7 | 91 | MUPPITS | Doug | 0.3761073 | Y | NTC | NTC | Sample91 |
Sample92 | TGTAACGCCGAT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | H8 | 92 | MUPPITS | Doug | 0.5943543 | Y | SAMPLE | NASAL | Sample92 |
Sample93 | AGCAGAACATCT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | H9 | 93 | MUPPITS | Doug | 0.4205088 | Y | SAMPLE | NASAL | Sample93 |
Sample94 | TGGAGTAGGTGG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | H10 | 94 | MUPPITS | Doug | 0.2136384 | Y | SAMPLE | NASAL | Sample94 |
Sample95 | TTGGCTCTATTC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | H11 | 95 | MUPPITS | Doug | 0.9339919 | Y | SAMPLE | NASAL | Sample95 |
Sample96 | GATCCCACGTAC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE1 | H12 | 96 | MUPPITS | Doug | 0.4778150 | Y | SAMPLE | NASAL | Sample96 |
Sample97 | TCTGAGGTTGCC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | A1 | 97 | MUPPITS | Doug | 0.6961659 | Y | SAMPLE | NASAL | Sample97 |
Sample98 | CGATGTGTGGTT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | A2 | 98 | MUPPITS | Doug | 0.7906773 | Y | NTC | NTC | Sample98 |
Sample99 | TCGTGGATAGCT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | A3 | 99 | MUPPITS | Doug | 0.4974306 | Y | SAMPLE | NASAL | Sample99 |
Sample100 | ATAATTGCCGAG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | A4 | 100 | MUPPITS | Doug | 0.8925467 | Y | SAMPLE | NASAL | Sample100 |
Sample101 | GTACTGAAGATC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | A5 | 101 | MUPPITS | Doug | 0.8376468 | Y | SAMPLE | NASAL | Sample101 |
Sample102 | ACTTTGCTTTGC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | A6 | 102 | MUPPITS | Doug | 0.1078415 | Y | SAMPLE | NASAL | Sample102 |
Sample103 | ATAGGCTGTAGT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | A7 | 103 | MUPPITS | Doug | 0.3242043 | Y | SAMPLE | NASAL | Sample103 |
Sample104 | TCAGTCAGATGA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | A8 | 104 | MUPPITS | Doug | 0.1378635 | Y | SAMPLE | NASAL | Sample104 |
Sample105 | CTCTATTCCACC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | A9 | 105 | MUPPITS | Doug | 0.5843154 | Y | SAMPLE | NASAL | Sample105 |
Sample106 | AACCGATGTACC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | A10 | 106 | MUPPITS | Doug | 0.2096100 | Y | SAMPLE | NASAL | Sample106 |
Sample107 | CATGTGCTTAGG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | A11 | 107 | MUPPITS | Doug | 0.1358358 | Y | SAMPLE | NASAL | Sample107 |
Sample108 | TCCGTGGTATAG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | A12 | 108 | MUPPITS | Doug | 0.7407449 | Y | SAMPLE | NASAL | Sample108 |
Sample109 | GATCATTCTCTC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | B1 | 109 | MUPPITS | Doug | 0.8161994 | Y | SAMPLE | NASAL | Sample109 |
Sample110 | GCGAAGTTGGGA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | B2 | 110 | MUPPITS | Doug | 0.7508248 | Y | SAMPLE | NASAL | Sample110 |
Sample111 | GACGCACTAACT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | B3 | 111 | MUPPITS | Doug | 0.8949682 | Y | SAMPLE | NASAL | Sample111 |
Sample112 | GGCATGTTATCG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | B4 | 112 | MUPPITS | Doug | 0.8589889 | Y | SAMPLE | NASAL | Sample112 |
Sample113 | TCGCCGTGTACA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | B5 | 113 | MUPPITS | Doug | 0.8590253 | Y | SAMPLE | NASAL | Sample113 |
Sample114 | CAAAGCGGTATT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | B6 | 114 | MUPPITS | Doug | 0.6608787 | Y | SAMPLE | NASAL | Sample114 |
Sample115 | TGTGTAGCCATG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | B7 | 115 | MUPPITS | Doug | 0.8712229 | Y | SAMPLE | NASAL | Sample115 |
Sample116 | AAGTCACACACA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | B8 | 116 | MUPPITS | Doug | 0.9275056 | Y | SAMPLE | NASAL | Sample116 |
Sample117 | ATTGAGTGAGTC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | B9 | 117 | MUPPITS | Doug | 0.8605978 | Y | SAMPLE | NASAL | Sample117 |
Sample118 | TCGATTGGCCGT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | B10 | 118 | MUPPITS | Doug | 0.3087016 | Y | SAMPLE | NASAL | Sample118 |
Sample119 | GTTCCTCCATTA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | B11 | 119 | MUPPITS | Doug | 0.3072570 | Y | SAMPLE | NASAL | Sample119 |
Sample120 | TCTACGGCACGT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | B12 | 120 | MUPPITS | Doug | 0.1148951 | Y | SAMPLE | NASAL | Sample120 |
Sample121 | AGACATACCGTA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | C1 | 121 | MUPPITS | Doug | 0.0286788 | Y | SAMPLE | NASAL | Sample121 |
Sample122 | GCATTCGGCGTT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | C2 | 122 | MUPPITS | Doug | 0.6409927 | Y | SAMPLE | NASAL | Sample122 |
Sample123 | GGCGATTTACGT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | C3 | 123 | MUPPITS | Doug | 0.3500111 | Y | SAMPLE | NASAL | Sample123 |
Sample124 | AGGCACAGTAGG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | C4 | 124 | MUPPITS | Doug | 0.6183724 | Y | SAMPLE | NASAL | Sample124 |
Sample125 | AACTGCGATATG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | C5 | 125 | MUPPITS | Doug | 0.3074030 | Y | SAMPLE | NASAL | Sample125 |
Sample126 | CGAAACTACGTA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | C6 | 126 | MUPPITS | Doug | 0.0877470 | Y | SAMPLE | NASAL | Sample126 |
Sample127 | AAGGGCGCTGAA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | C7 | 127 | MUPPITS | Doug | 0.1820293 | Y | SAMPLE | NASAL | Sample127 |
Sample128 | GCTGTGATTCGA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | C8 | 128 | MUPPITS | Doug | 0.5230592 | Y | SAMPLE | NASAL | Sample128 |
Sample129 | TTATGGTACGGA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | C9 | 129 | MUPPITS | Doug | 0.6801442 | Y | SAMPLE | NASAL | Sample129 |
Sample130 | GCATTACTGGAC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | C10 | 130 | MUPPITS | Doug | 0.6394840 | Y | SAMPLE | NASAL | Sample130 |
Sample131 | ACCTGTCCTTTC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | C11 | 131 | MUPPITS | Doug | 0.8125320 | Y | SAMPLE | NASAL | Sample131 |
Sample132 | ATGCTGCAACAC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | C12 | 132 | MUPPITS | Doug | 0.7219349 | Y | SAMPLE | NASAL | Sample132 |
Sample133 | GATCCTCATGCG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | D1 | 133 | MUPPITS | Doug | 0.5004426 | Y | SAMPLE | NASAL | Sample133 |
Sample134 | CGCCATTGTGCA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | D2 | 134 | MUPPITS | Doug | 0.6461489 | Y | SAMPLE | NASAL | Sample134 |
Sample135 | TAAGGCATCGCT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | D3 | 135 | MUPPITS | Doug | 0.1943545 | Y | SAMPLE | NASAL | Sample135 |
Sample136 | CTACTTACATCC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | D4 | 136 | MUPPITS | Doug | 0.6574181 | Y | SAMPLE | NASAL | Sample136 |
Sample137 | CTTCCAACTCAT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | D5 | 137 | MUPPITS | Doug | 0.6014949 | Y | SAMPLE | NASAL | Sample137 |
Sample138 | GAGGACCAGCAA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | D6 | 138 | MUPPITS | Doug | 0.3616203 | Y | SAMPLE | NASAL | Sample138 |
Sample139 | GTTTCCGTGGTG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | D7 | 139 | MUPPITS | Doug | 0.7243769 | Y | SAMPLE | NASAL | Sample139 |
Sample140 | CTAGCTATGGAC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | D8 | 140 | MUPPITS | Doug | 0.7690715 | Y | SAMPLE | NASAL | Sample140 |
Sample141 | GCTAGTTATGGA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | D9 | 141 | MUPPITS | Doug | 0.5128853 | Y | SAMPLE | NASAL | Sample141 |
Sample142 | TTGGGCCACATA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | D10 | 142 | MUPPITS | Doug | 0.6086485 | Y | NTC | NTC | Sample142 |
Sample143 | GTTCACGCCCAA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | D11 | 143 | MUPPITS | Doug | 0.2842746 | Y | SAMPLE | NASAL | Sample143 |
Sample144 | TTCTCATGGAGG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | D12 | 144 | MUPPITS | Doug | 0.7459655 | Y | SAMPLE | NASAL | Sample144 |
Sample145 | ATTATCGTCCCT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | E1 | 145 | MUPPITS | Doug | 0.1481712 | Y | SAMPLE | NASAL | Sample145 |
Sample146 | TCCAACTGCAGA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | E2 | 146 | MUPPITS | Doug | 0.4849201 | Y | SAMPLE | NASAL | Sample146 |
Sample147 | ACCCATACAGCC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | E3 | 147 | MUPPITS | Doug | 0.2934432 | Y | SAMPLE | NASAL | Sample147 |
Sample148 | CTCTTCTGATCA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | E4 | 148 | MUPPITS | Doug | 0.0644110 | Y | SAMPLE | NASAL | Sample148 |
Sample149 | GAGATCGCCTAT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | E5 | 149 | MUPPITS | Doug | 0.4897648 | Y | SAMPLE | NASAL | Sample149 |
Sample150 | AATAGCATGTCG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | E6 | 150 | MUPPITS | Doug | 0.1541524 | Y | SAMPLE | NASAL | Sample150 |
Sample151 | AGGAACCAGACG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | E7 | 151 | MUPPITS | Doug | 0.5511208 | Y | SAMPLE | NASAL | Sample151 |
Sample152 | CTTGACGAGGTT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | E8 | 152 | MUPPITS | Doug | 0.5074784 | Y | SAMPLE | NASAL | Sample152 |
Sample153 | CAGATTAACCAG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | E9 | 153 | MUPPITS | Doug | 0.8526273 | Y | SAMPLE | NASAL | Sample153 |
Sample154 | CACACAAAGTCA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | E10 | 154 | MUPPITS | Doug | 0.3233420 | Y | SAMPLE | NASAL | Sample154 |
Sample155 | CGATCGAACACT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | E11 | 155 | MUPPITS | Doug | 0.8309989 | Y | SAMPLE | NASAL | Sample155 |
Sample156 | CATAGTGATTGG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | E12 | 156 | MUPPITS | Doug | 0.1880192 | Y | SAMPLE | NASAL | Sample156 |
Sample157 | CCAGACCGCTAT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | F1 | 157 | MUPPITS | Doug | 0.4818939 | Y | SAMPLE | NASAL | Sample157 |
Sample158 | TAAAGACCCGTA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | F2 | 158 | MUPPITS | Doug | 0.7410113 | Y | SAMPLE | NASAL | Sample158 |
Sample159 | CGCACTACGCAT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | F3 | 159 | MUPPITS | Doug | 0.8735439 | Y | NTC | NTC | Sample159 |
Sample160 | ATGCTAACCACG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | F4 | 160 | MUPPITS | Doug | 0.7660363 | Y | SAMPLE | NASAL | Sample160 |
Sample161 | TGTACATCGCCG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | F5 | 161 | MUPPITS | Doug | 0.0129860 | Y | SAMPLE | NASAL | Sample161 |
Sample162 | CGGAGTAATCCT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | F6 | 162 | MUPPITS | Doug | 0.9998649 | Y | SAMPLE | NASAL | Sample162 |
Sample163 | TAATGCCCAGGT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | F7 | 163 | MUPPITS | Doug | 0.1957232 | Y | SAMPLE | NASAL | Sample163 |
Sample164 | ACCTGGGAATAT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | F8 | 164 | MUPPITS | Doug | 0.6361749 | Y | SAMPLE | NASAL | Sample164 |
Sample165 | GGCTGCATACTC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | F9 | 165 | MUPPITS | Doug | 0.9655463 | Y | SAMPLE | NASAL | Sample165 |
Sample166 | GCCAAGGATAGG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | F10 | 166 | MUPPITS | Doug | 0.5835950 | Y | SAMPLE | NASAL | Sample166 |
Sample167 | CATGCCAACATG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | F11 | 167 | MUPPITS | Doug | 0.3507827 | Y | SAMPLE | NASAL | Sample167 |
Sample168 | GCTATCAAGACA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | F12 | 168 | MUPPITS | Doug | 0.8181771 | Y | SAMPLE | NASAL | Sample168 |
Sample169 | AGCTCTAGAAAC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | G1 | 169 | MUPPITS | Doug | 0.5626855 | Y | SAMPLE | NASAL | Sample169 |
Sample170 | TGTATCTTCACC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | G2 | 170 | MUPPITS | Doug | 0.8336965 | Y | SAMPLE | NASAL | Sample170 |
Sample171 | CAGTCGTTAAGA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | G3 | 171 | MUPPITS | Doug | 0.4434997 | Y | SAMPLE | NASAL | Sample171 |
Sample172 | ACCAATCTCGGC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | G4 | 172 | MUPPITS | Doug | 0.7606154 | Y | SAMPLE | NASAL | Sample172 |
Sample173 | TGTTAAGCAGCA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | G5 | 173 | MUPPITS | Doug | 0.1773047 | Y | SAMPLE | NASAL | Sample173 |
Sample174 | CTGTGTCCATGG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | G6 | 174 | MUPPITS | Doug | 0.5607500 | Y | SAMPLE | NASAL | Sample174 |
Sample175 | TATGAACGTCCG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | G7 | 175 | MUPPITS | Doug | 0.9573854 | Y | SAMPLE | NASAL | Sample175 |
Sample176 | CTCTGCCTAATT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | G8 | 176 | MUPPITS | Doug | 0.7977146 | Y | SAMPLE | NASAL | Sample176 |
Sample177 | TTGGTAAAGTGC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | G9 | 177 | MUPPITS | Doug | 0.6886710 | Y | SAMPLE | NASAL | Sample177 |
Sample178 | CGCCACGTGTAT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | G10 | 178 | MUPPITS | Doug | 0.0876809 | Y | SAMPLE | NASAL | Sample178 |
Sample179 | GAGTACAGTCTA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | G11 | 179 | MUPPITS | Doug | 0.9934803 | Y | SAMPLE | NASAL | Sample179 |
Sample180 | CCGTGACAACTC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | G12 | 180 | MUPPITS | Doug | 0.1531490 | Y | SAMPLE | NASAL | Sample180 |
Sample181 | TCCATCGACGTG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | H1 | 181 | MUPPITS | Doug | 0.7741995 | Y | SAMPLE | NASAL | Sample181 |
Sample182 | GACTGACTCGTC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | H2 | 182 | MUPPITS | Doug | 0.8576535 | Y | SAMPLE | NASAL | Sample182 |
Sample183 | CTACGAAAGCCT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | H3 | 183 | MUPPITS | Doug | 0.1880942 | Y | SAMPLE | NASAL | Sample183 |
Sample184 | TATCCAAGCGCA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | H4 | 184 | MUPPITS | Doug | 0.5928764 | N | SAMPLE | NASAL | Sample184 |
Sample185 | ACGGCGTTATGT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | H5 | 185 | MUPPITS | Doug | 0.4276007 | Y | SAMPLE | NASAL | Sample185 |
Sample186 | CTTCGCGGATGT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | H6 | 186 | MUPPITS | Doug | 0.1251030 | Y | SAMPLE | NASAL | Sample186 |
Sample187 | CCACATTGGGTC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | H7 | 187 | MUPPITS | Doug | 0.8368513 | Y | SAMPLE | NASAL | Sample187 |
Sample188 | ATATGACCCAGC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | H8 | 188 | MUPPITS | Doug | 0.2369587 | Y | SAMPLE | NASAL | Sample188 |
Sample189 | AAGTGGCTATCC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | H9 | 189 | MUPPITS | Doug | 0.9253431 | Y | SAMPLE | NASAL | Sample189 |
Sample190 | GCAACCGATTGT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | H10 | 190 | MUPPITS | Doug | 0.8870480 | Y | NTC | NTC | Sample190 |
Sample191 | CCTACATGAGAC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | H11 | 191 | MUPPITS | Doug | 0.8843871 | Y | SAMPLE | NASAL | Sample191 |
Sample192 | CGTTCCTTGTTA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE2 | H12 | 192 | MUPPITS | Doug | 0.6778118 | Y | SAMPLE | NASAL | Sample192 |
Sample193 | GGAATTATCGGT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | A1 | 193 | MUPPITS | Doug | 0.0965138 | Y | SAMPLE | NASAL | Sample193 |
Sample194 | CATCAAGCATAG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | A2 | 194 | MUPPITS | Doug | 0.9758595 | Y | SAMPLE | NASAL | Sample194 |
Sample195 | CATCGCGTTGAC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | A3 | 195 | MUPPITS | Doug | 0.6373252 | Y | SAMPLE | NASAL | Sample195 |
Sample196 | GCACATAGTCGT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | A4 | 196 | MUPPITS | Doug | 0.1026851 | Y | SAMPLE | NASAL | Sample196 |
Sample197 | GGCAAATACACT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | A5 | 197 | MUPPITS | Doug | 0.4708254 | Y | SAMPLE | NASAL | Sample197 |
Sample198 | GTCATGCTCCAG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | A6 | 198 | MUPPITS | Doug | 0.6362806 | Y | SAMPLE | NASAL | Sample198 |
Sample199 | CCTAGTAAGCTG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | A7 | 199 | MUPPITS | Doug | 0.0504609 | Y | SAMPLE | NASAL | Sample199 |
Sample200 | TTACCGACGAGT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | A8 | 200 | MUPPITS | Doug | 0.1310128 | Y | NTC | NTC | Sample200 |
Sample201 | GCTTAGATGTAG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | A9 | 201 | MUPPITS | Doug | 0.2389436 | Y | SAMPLE | NASAL | Sample201 |
Sample202 | AAGACGTAGCGG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | A10 | 202 | MUPPITS | Doug | 0.4051023 | Y | SAMPLE | NASAL | Sample202 |
Sample203 | TTACCTTACACC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | A11 | 203 | MUPPITS | Doug | 0.4221389 | Y | SAMPLE | NASAL | Sample203 |
Sample204 | TGACTAATGGCC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | A12 | 204 | MUPPITS | Doug | 0.6443750 | Y | SAMPLE | NASAL | Sample204 |
Sample205 | CTCTCTCACTTG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | B1 | 205 | MUPPITS | Doug | 0.6485542 | Y | SAMPLE | NASAL | Sample205 |
Sample206 | ATTGCAAGCAAC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | B2 | 206 | MUPPITS | Doug | 0.4314353 | Y | SAMPLE | NASAL | Sample206 |
Sample207 | CACGTGACATGT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | B3 | 207 | MUPPITS | Doug | 0.7572075 | Y | SAMPLE | NASAL | Sample207 |
Sample208 | CACAGTTGAAGT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | B4 | 208 | MUPPITS | Doug | 0.9185859 | Y | SAMPLE | NASAL | Sample208 |
Sample209 | CTAGGATCACTG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | B5 | 209 | MUPPITS | Doug | 0.7147503 | Y | SAMPLE | NASAL | Sample209 |
Sample210 | GATGACCCAAAT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | B6 | 210 | MUPPITS | Doug | 0.4578507 | Y | SAMPLE | NASAL | Sample210 |
Sample211 | ACCGGAGTAGGA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | B7 | 211 | MUPPITS | Doug | 0.7766815 | Y | SAMPLE | NASAL | Sample211 |
Sample212 | TGAGGACTACCT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | B8 | 212 | MUPPITS | Doug | 0.6423767 | Y | SAMPLE | NASAL | Sample212 |
Sample213 | CAATCGGCTTGC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | B9 | 213 | MUPPITS | Doug | 0.8706919 | Y | SAMPLE | NASAL | Sample213 |
Sample214 | AACACTCGATCG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | B10 | 214 | MUPPITS | Doug | 0.5193472 | Y | SAMPLE | NASAL | Sample214 |
Sample215 | TGACCGGCTGTT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | B11 | 215 | MUPPITS | Doug | 0.8207275 | Y | SAMPLE | NASAL | Sample215 |
Sample216 | GGAGGAGCAATA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | B12 | 216 | MUPPITS | Doug | 0.7480889 | Y | SAMPLE | NASAL | Sample216 |
Sample217 | AGCGACGAAGAC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | C1 | 217 | MUPPITS | Doug | 0.4300942 | Y | SAMPLE | NASAL | Sample217 |
Sample218 | CTTCCCTAACTC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | C2 | 218 | MUPPITS | Doug | 0.0390112 | Y | SAMPLE | NASAL | Sample218 |
Sample219 | TGGAAGAACGGC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | C3 | 219 | MUPPITS | Doug | 0.6257586 | Y | SAMPLE | NASAL | Sample219 |
Sample220 | GCTAGACACTAC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | C4 | 220 | MUPPITS | Doug | 0.7875898 | Y | SAMPLE | NASAL | Sample220 |
Sample221 | TTGGATTGAACG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | C5 | 221 | MUPPITS | Doug | 0.7918226 | Y | SAMPLE | NASAL | Sample221 |
Sample222 | GATATACCAGTG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | C6 | 222 | MUPPITS | Doug | 0.0626436 | Y | NTC | NTC | Sample222 |
Sample223 | AACAAACTGCCA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | C7 | 223 | MUPPITS | Doug | 0.7614896 | Y | SAMPLE | NASAL | Sample223 |
Sample224 | GTAGACATGTGT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | C8 | 224 | MUPPITS | Doug | 0.8523114 | Y | SAMPLE | NASAL | Sample224 |
Sample225 | TACAGTTACGCG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | C9 | 225 | MUPPITS | Doug | 0.8021645 | Y | SAMPLE | NASAL | Sample225 |
Sample226 | CAAGCCCTAGTA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | C10 | 226 | MUPPITS | Doug | 0.3186841 | Y | SAMPLE | NASAL | Sample226 |
Sample227 | TAGTGTCGGATC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | C11 | 227 | MUPPITS | Doug | 0.5832944 | Y | SAMPLE | NASAL | Sample227 |
Sample228 | CTGAGCTCTGCA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | C12 | 228 | MUPPITS | Doug | 0.7819756 | Y | SAMPLE | NASAL | Sample228 |
Sample229 | CTTCGACTTTCC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | D1 | 229 | MUPPITS | Doug | 0.8941924 | Y | SAMPLE | NASAL | Sample229 |
Sample230 | GTCATAAGAACC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | D2 | 230 | MUPPITS | Doug | 0.2893519 | Y | SAMPLE | NASAL | Sample230 |
Sample231 | GTCCGCAAGTTA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | D3 | 231 | MUPPITS | Doug | 0.6138171 | Y | SAMPLE | NASAL | Sample231 |
Sample232 | CGTAGAGCTCTC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | D4 | 232 | MUPPITS | Doug | 0.7523195 | Y | SAMPLE | NASAL | Sample232 |
Sample233 | CCTCTGAGAGCT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | D5 | 233 | MUPPITS | Doug | 0.8398925 | Y | SAMPLE | NASAL | Sample233 |
Sample234 | CCTCGATGCAGT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | D6 | 234 | MUPPITS | Doug | 0.3336248 | Y | SAMPLE | NASAL | Sample234 |
Sample235 | GCGGACTATTCA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | D7 | 235 | MUPPITS | Doug | 0.7186200 | Y | SAMPLE | NASAL | Sample235 |
Sample236 | CGTGCACAATTG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | D8 | 236 | MUPPITS | Doug | 0.9532292 | Y | SAMPLE | NASAL | Sample236 |
Sample237 | CGGCCTAAGTTC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | D9 | 237 | MUPPITS | Doug | 0.1212764 | Y | SAMPLE | NASAL | Sample237 |
Sample238 | AGCGCTCACATC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | D10 | 238 | MUPPITS | Doug | 0.8152840 | Y | SAMPLE | NASAL | Sample238 |
Sample239 | TGGTTATGGCAC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | D11 | 239 | MUPPITS | Doug | 0.6521641 | Y | SAMPLE | NASAL | Sample239 |
Sample240 | CGAGGTTCTGAT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | D12 | 240 | MUPPITS | Doug | 0.6027521 | Y | SAMPLE | NASAL | Sample240 |
Sample241 | AACTCCTGTGGA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | E1 | 241 | MUPPITS | Doug | 0.2239951 | Y | SAMPLE | NASAL | Sample241 |
Sample242 | TAATGGTCGTAG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | E2 | 242 | MUPPITS | Doug | 0.4337306 | Y | SAMPLE | NASAL | Sample242 |
Sample243 | TTGCACCGTCGA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | E3 | 243 | MUPPITS | Doug | 0.5165084 | Y | SAMPLE | NASAL | Sample243 |
Sample244 | TGCTACAGACGT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | E4 | 244 | MUPPITS | Doug | 0.3756992 | Y | SAMPLE | NASAL | Sample244 |
Sample245 | ATGGCCTGACTA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | E5 | 245 | MUPPITS | Doug | 0.3781129 | Y | SAMPLE | NASAL | Sample245 |
Sample246 | ACGCACATACAA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | E6 | 246 | MUPPITS | Doug | 0.4214507 | Y | SAMPLE | NASAL | Sample246 |
Sample247 | TGAGTGGTCTGT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | E7 | 247 | MUPPITS | Doug | 0.3069091 | Y | SAMPLE | NASAL | Sample247 |
Sample248 | GATAGCACTCGT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | E8 | 248 | MUPPITS | Doug | 0.2023576 | Y | SAMPLE | NASAL | Sample248 |
Sample249 | TAGCGCGAACTT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | E9 | 249 | MUPPITS | Doug | 0.3668140 | Y | SAMPLE | NASAL | Sample249 |
Sample250 | CATACACGCACC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | E10 | 250 | MUPPITS | Doug | 0.4584611 | Y | NTC | NTC | Sample250 |
Sample251 | ACCTCAGTCAAG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | E11 | 251 | MUPPITS | Doug | 0.3646465 | Y | SAMPLE | NASAL | Sample251 |
Sample252 | TCGACCAAACAC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | E12 | 252 | MUPPITS | Doug | 0.3964287 | Y | SAMPLE | NASAL | Sample252 |
Sample253 | CCACCCAGTAAC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | F1 | 253 | MUPPITS | Doug | 0.4478209 | Y | SAMPLE | NASAL | Sample253 |
Sample254 | ATATCGCGATGA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | F2 | 254 | MUPPITS | Doug | 0.5343944 | Y | SAMPLE | NASAL | Sample254 |
Sample255 | CGCCGGTAATCT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | F3 | 255 | MUPPITS | Doug | 0.0603492 | Y | SAMPLE | NASAL | Sample255 |
Sample256 | CCGATGCCTTGA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | F4 | 256 | MUPPITS | Doug | 0.1923349 | Y | SAMPLE | NASAL | Sample256 |
Sample257 | AGCAGGCACGAA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | F5 | 257 | MUPPITS | Doug | 0.7871509 | Y | SAMPLE | NASAL | Sample257 |
Sample258 | TACGCAGCACTA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | F6 | 258 | MUPPITS | Doug | 0.1855539 | Y | SAMPLE | NASAL | Sample258 |
Sample259 | CGCTTAGTGCTG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | F7 | 259 | MUPPITS | Doug | 0.3244295 | Y | SAMPLE | NASAL | Sample259 |
Sample260 | CAAAGTTTGCGA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | F8 | 260 | MUPPITS | Doug | 0.7232825 | Y | SAMPLE | NASAL | Sample260 |
Sample261 | TCGAGCCGATCT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | F9 | 261 | MUPPITS | Doug | 0.7466027 | Y | SAMPLE | NASAL | Sample261 |
Sample262 | CTCATCATGTTC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | F10 | 262 | MUPPITS | Doug | 0.7146580 | Y | SAMPLE | NASAL | Sample262 |
Sample263 | CCAGGGACTTCT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | F11 | 263 | MUPPITS | Doug | 0.4624980 | Y | SAMPLE | NASAL | Sample263 |
Sample264 | GCAATCCTTGCG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | F12 | 264 | MUPPITS | Doug | 0.7218987 | Y | SAMPLE | NASAL | Sample264 |
Sample265 | CCTGCTTCCTTC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | G1 | 265 | MUPPITS | Doug | 0.6347577 | Y | SAMPLE | NASAL | Sample265 |
Sample266 | CAAGGCACAAGG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | G2 | 266 | MUPPITS | Doug | 0.2237054 | Y | SAMPLE | NASAL | Sample266 |
Sample267 | GGCCTATAAGTC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | G3 | 267 | MUPPITS | Doug | 0.7411266 | Y | SAMPLE | NASAL | Sample267 |
Sample268 | TCCATTTCATGC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | G4 | 268 | MUPPITS | Doug | 0.4955618 | Y | SAMPLE | NASAL | Sample268 |
Sample269 | TCGGCGATCATC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | G5 | 269 | MUPPITS | Doug | 0.2739442 | Y | SAMPLE | NASAL | Sample269 |
Sample270 | GTTTCACGCGAA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | G6 | 270 | MUPPITS | Doug | 0.3904629 | Y | SAMPLE | NASAL | Sample270 |
Sample271 | ACAAGAACCTTG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | G7 | 271 | MUPPITS | Doug | 0.4172926 | Y | SAMPLE | NASAL | Sample271 |
Sample272 | TACTCTCTTAGC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | G8 | 272 | MUPPITS | Doug | 0.8186153 | Y | SAMPLE | NASAL | Sample272 |
Sample273 | AACTGTTCGCGC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | G9 | 273 | MUPPITS | Doug | 0.4832181 | Y | SAMPLE | NASAL | Sample273 |
Sample274 | CGAAGCATCTAC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | G10 | 274 | MUPPITS | Doug | 0.9070658 | Y | SAMPLE | NASAL | Sample274 |
Sample275 | GTTTGGCCACAC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | G11 | 275 | MUPPITS | Doug | 0.2904254 | Y | SAMPLE | NASAL | Sample275 |
Sample276 | TCAGGTTGCCCA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | G12 | 276 | MUPPITS | Doug | 0.7737068 | Y | SAMPLE | NASAL | Sample276 |
Sample277 | TCATTCCACTCA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | H1 | 277 | MUPPITS | Doug | 0.0353057 | Y | SAMPLE | NASAL | Sample277 |
Sample278 | GTCACATCACGA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | H2 | 278 | MUPPITS | Doug | 0.5271405 | Y | SAMPLE | NASAL | Sample278 |
Sample279 | CGACATTTCTCT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | H3 | 279 | MUPPITS | Doug | 0.4995205 | Y | SAMPLE | NASAL | Sample279 |
Sample280 | GGACGTTAACTA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | H4 | 280 | MUPPITS | Doug | 0.5273082 | Y | SAMPLE | NASAL | Sample280 |
Sample281 | TAGCAGTTGCGT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | H5 | 281 | MUPPITS | Doug | 0.7975710 | Y | SAMPLE | NASAL | Sample281 |
Sample282 | CACGCTATTGGA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | H6 | 282 | MUPPITS | Doug | 0.4739997 | Y | SAMPLE | NASAL | Sample282 |
Sample283 | AACTTCACTTCC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | H7 | 283 | MUPPITS | Doug | 0.5795815 | Y | NTC | NTC | Sample283 |
Sample284 | CCAGTGGATATA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | H8 | 284 | MUPPITS | Doug | 0.3753977 | Y | SAMPLE | NASAL | Sample284 |
Sample285 | TGTGTGTAACGC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | H9 | 285 | MUPPITS | Doug | 0.2277067 | Y | SAMPLE | NASAL | Sample285 |
Sample286 | CCAATCGTGCAA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | H10 | 286 | MUPPITS | Doug | 0.5603315 | Y | SAMPLE | NASAL | Sample286 |
Sample287 | AGGCTAGCAGAG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | H11 | 287 | MUPPITS | Doug | 0.4723419 | Y | SAMPLE | NASAL | Sample287 |
Sample288 | GTCACTCCGAAC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE3 | H12 | 288 | MUPPITS | Doug | 0.9096698 | Y | SAMPLE | NASAL | Sample288 |
Sample289 | TACCGCTTCTTC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | A1 | 289 | MUPPITS | Doug | 0.8925276 | Y | SAMPLE | NASAL | Sample289 |
Sample290 | TGTGCGATAACA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | A2 | 290 | MUPPITS | Doug | 0.9573221 | Y | SAMPLE | NASAL | Sample290 |
Sample291 | GATTATCGACGA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | A3 | 291 | MUPPITS | Doug | 0.0347771 | Y | SAMPLE | NASAL | Sample291 |
Sample292 | GCCTAGCCCAAT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | A4 | 292 | MUPPITS | Doug | 0.4335329 | Y | SAMPLE | NASAL | Sample292 |
Sample293 | GATGTATGTGGT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | A5 | 293 | MUPPITS | Doug | 0.7829583 | Y | SAMPLE | NASAL | Sample293 |
Sample294 | ACTCCTTGTGTT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | A6 | 294 | MUPPITS | Doug | 0.6411524 | Y | SAMPLE | NASAL | Sample294 |
Sample295 | GTCACGGACATT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | A7 | 295 | MUPPITS | Doug | 0.4209977 | Y | NTC | NTC | Sample295 |
Sample296 | GCGAGCGAAGTA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | A8 | 296 | MUPPITS | Doug | 0.3205170 | Y | SAMPLE | NASAL | Sample296 |
Sample297 | ATCTACCGAAGC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | A9 | 297 | MUPPITS | Doug | 0.5669690 | Y | SAMPLE | NASAL | Sample297 |
Sample298 | ACTTGGTGTAAG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | A10 | 298 | MUPPITS | Doug | 0.0917206 | Y | SAMPLE | NASAL | Sample298 |
Sample299 | TCTTGGAGGTCA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | A11 | 299 | MUPPITS | Doug | 0.4511577 | Y | SAMPLE | NASAL | Sample299 |
Sample300 | TCACCTCCTTGT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | A12 | 300 | MUPPITS | Doug | 0.4536797 | Y | SAMPLE | NASAL | Sample300 |
Sample301 | GCACACCTGATA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | B1 | 301 | MUPPITS | Doug | 0.8319708 | Y | SAMPLE | NASAL | Sample301 |
Sample302 | GCGACAATTACA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | B2 | 302 | MUPPITS | Doug | 0.7250419 | Y | SAMPLE | NASAL | Sample302 |
Sample303 | TCATGCTCCATT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | B3 | 303 | MUPPITS | Doug | 0.9045506 | Y | SAMPLE | NASAL | Sample303 |
Sample304 | AGCTGTCAAGCT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | B4 | 304 | MUPPITS | Doug | 0.8810210 | Y | SAMPLE | NASAL | Sample304 |
Sample305 | GAGAGCAACAGA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | B5 | 305 | MUPPITS | Doug | 0.5487953 | Y | SAMPLE | NASAL | Sample305 |
Sample306 | TACTCGGGAACT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | B6 | 306 | MUPPITS | Doug | 0.3758758 | Y | SAMPLE | NASAL | Sample306 |
Sample307 | CGTGCTTAGGCT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | B7 | 307 | MUPPITS | Doug | 0.4993556 | Y | SAMPLE | NASAL | Sample307 |
Sample308 | TACCGAAGGTAT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | B8 | 308 | MUPPITS | Doug | 0.4518669 | Y | SAMPLE | NASAL | Sample308 |
Sample309 | CACTCATCATTC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | B9 | 309 | MUPPITS | Doug | 0.8836449 | Y | SAMPLE | NASAL | Sample309 |
Sample310 | GTATTTCGGACG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | B10 | 310 | MUPPITS | Doug | 0.8679082 | Y | SAMPLE | NASAL | Sample310 |
Sample311 | TATCTATCCTGC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | B11 | 311 | MUPPITS | Doug | 0.1071899 | Y | SAMPLE | NASAL | Sample311 |
Sample312 | TTGCCAAGAGTC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | B12 | 312 | MUPPITS | Doug | 0.3608415 | Y | SAMPLE | NASAL | Sample312 |
Sample313 | AGTAGCGGAAGA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | C1 | 313 | MUPPITS | Doug | 0.1400617 | Y | NTC | NTC | Sample313 |
Sample314 | GCAATTAGGTAC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | C2 | 314 | MUPPITS | Doug | 0.3059043 | Y | SAMPLE | NASAL | Sample314 |
Sample315 | CATACCGTGAGT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | C3 | 315 | MUPPITS | Doug | 0.4939922 | Y | SAMPLE | NASAL | Sample315 |
Sample316 | ATGTGTGTAGAC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | C4 | 316 | MUPPITS | Doug | 0.5645008 | Y | SAMPLE | NASAL | Sample316 |
Sample317 | CCTGCGAAGTAT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | C5 | 317 | MUPPITS | Doug | 0.8507064 | Y | SAMPLE | NASAL | Sample317 |
Sample318 | TTCTCTCGACAT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | C6 | 318 | MUPPITS | Doug | 0.2763018 | Y | SAMPLE | NASAL | Sample318 |
Sample319 | GCTCTCCGTAGA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | C7 | 319 | MUPPITS | Doug | 0.4749681 | Y | SAMPLE | NASAL | Sample319 |
Sample320 | GTTAAGCTGACC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | C8 | 320 | MUPPITS | Doug | 0.0308518 | Y | SAMPLE | NASAL | Sample320 |
Sample321 | ATGCCATGCCGT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | C9 | 321 | MUPPITS | Doug | 0.6346572 | Y | SAMPLE | NASAL | Sample321 |
Sample322 | GACATTGTCACG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | C10 | 322 | MUPPITS | Doug | 0.1139344 | Y | SAMPLE | NASAL | Sample322 |
Sample323 | GCCAACAACCAT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | C11 | 323 | MUPPITS | Doug | 0.4960109 | Y | SAMPLE | NASAL | Sample323 |
Sample324 | ATCAGTACTAGG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | C12 | 324 | MUPPITS | Doug | 0.6291475 | Y | SAMPLE | NASAL | Sample324 |
Sample325 | TCCTCGAGCGAT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | D1 | 325 | MUPPITS | Doug | 0.2771668 | Y | SAMPLE | NASAL | Sample325 |
Sample326 | ACCCAAGCGTTA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | D2 | 326 | MUPPITS | Doug | 0.5686787 | Y | SAMPLE | NASAL | Sample326 |
Sample327 | TGCAGCAAGATT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | D3 | 327 | MUPPITS | Doug | 0.6011528 | Y | SAMPLE | NASAL | Sample327 |
Sample328 | AGCAACATTGCA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | D4 | 328 | MUPPITS | Doug | 0.2828988 | Y | SAMPLE | NASAL | Sample328 |
Sample329 | GATGTGGTGTTA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | D5 | 329 | MUPPITS | Doug | 0.6569169 | Y | SAMPLE | NASAL | Sample329 |
Sample330 | CAGAAATGTGTC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | D6 | 330 | MUPPITS | Doug | 0.9222421 | Y | SAMPLE | NASAL | Sample330 |
Sample331 | GTAGAGGTAGAG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | D7 | 331 | MUPPITS | Doug | 0.6641881 | Y | SAMPLE | NASAL | Sample331 |
Sample332 | CGTGATCCGCTA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | D8 | 332 | MUPPITS | Doug | 0.6119982 | Y | SAMPLE | NASAL | Sample332 |
Sample333 | GGTTATTTGGCG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | D9 | 333 | MUPPITS | Doug | 0.8726254 | Y | SAMPLE | NASAL | Sample333 |
Sample334 | GGATCGTAATAC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | D10 | 334 | MUPPITS | Doug | 0.6452621 | Y | SAMPLE | NASAL | Sample334 |
Sample335 | GCATAGCATCAA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | D11 | 335 | MUPPITS | Doug | 0.9095719 | Y | SAMPLE | NASAL | Sample335 |
Sample336 | GTGTTAGATGTG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | D12 | 336 | MUPPITS | Doug | 0.3227007 | Y | SAMPLE | NASAL | Sample336 |
Sample337 | TTAGAGCCATGC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | E1 | 337 | MUPPITS | Doug | 0.9958060 | Y | SAMPLE | NASAL | Sample337 |
Sample338 | TGAACCCTATGG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | E2 | 338 | MUPPITS | Doug | 0.6155697 | Y | SAMPLE | NASAL | Sample338 |
Sample339 | AGAGTCTTGCCA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | E3 | 339 | MUPPITS | Doug | 0.6682389 | Y | NTC | NTC | Sample339 |
Sample340 | ACAACACTCCGA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | E4 | 340 | MUPPITS | Doug | 0.1684485 | Y | SAMPLE | NASAL | Sample340 |
Sample341 | CGATGCTGTTGA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | E5 | 341 | MUPPITS | Doug | 0.7617579 | Y | SAMPLE | NASAL | Sample341 |
Sample342 | ACGACTGCATAA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | E6 | 342 | MUPPITS | Doug | 0.2591249 | Y | SAMPLE | NASAL | Sample342 |
Sample343 | ACGCGAACTAAT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | E7 | 343 | MUPPITS | Doug | 0.6699329 | Y | SAMPLE | NASAL | Sample343 |
Sample344 | AGCTATGTATGG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | E8 | 344 | MUPPITS | Doug | 0.6674057 | Y | SAMPLE | NASAL | Sample344 |
Sample345 | ACGGGTCATCAT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | E9 | 345 | MUPPITS | Doug | 0.5561233 | Y | SAMPLE | NASAL | Sample345 |
Sample346 | GAAACATCCCAC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | E10 | 346 | MUPPITS | Doug | 0.0725832 | Y | SAMPLE | NASAL | Sample346 |
Sample347 | CGTACTCTCGAG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | E11 | 347 | MUPPITS | Doug | 0.6160550 | Y | SAMPLE | NASAL | Sample347 |
Sample348 | TCAGTTCTCGTT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | E12 | 348 | MUPPITS | Doug | 0.9538218 | Y | SAMPLE | NASAL | Sample348 |
Sample349 | TCGTGCGTGTTG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | F1 | 349 | MUPPITS | Doug | 0.7362957 | Y | SAMPLE | NASAL | Sample349 |
Sample350 | GTTATCGCATGG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | F2 | 350 | MUPPITS | Doug | 0.5857433 | Y | SAMPLE | NASAL | Sample350 |
Sample351 | GATCACGAGAGG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | F3 | 351 | MUPPITS | Doug | 0.8223391 | Y | SAMPLE | NASAL | Sample351 |
Sample352 | GTAAATTCAGGC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | F4 | 352 | MUPPITS | Doug | 0.8689296 | Y | SAMPLE | NASAL | Sample352 |
Sample353 | AGTGTTTCGGAC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | F5 | 353 | MUPPITS | Doug | 0.9862476 | Y | SAMPLE | NASAL | Sample353 |
Sample354 | ACACGCGGTTTA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | F6 | 354 | MUPPITS | Doug | 0.6486112 | Y | SAMPLE | NASAL | Sample354 |
Sample355 | TGGCAAATCTAG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | F7 | 355 | MUPPITS | Doug | 0.2026383 | Y | SAMPLE | NASAL | Sample355 |
Sample356 | CACCTTACCTTA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | F8 | 356 | MUPPITS | Doug | 0.5163964 | Y | SAMPLE | NASAL | Sample356 |
Sample357 | TTAACCTTCCTG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | F9 | 357 | MUPPITS | Doug | 0.6636819 | Y | SAMPLE | NASAL | Sample357 |
Sample358 | TGCCGTATGCCA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | F10 | 358 | MUPPITS | Doug | 0.0554755 | Y | NTC | NTC | Sample358 |
Sample359 | CGTGACAATAGT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | F11 | 359 | MUPPITS | Doug | 0.0207225 | Y | SAMPLE | NASAL | Sample359 |
Sample360 | CGCTACAACTCG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | F12 | 360 | MUPPITS | Doug | 0.2281818 | Y | SAMPLE | NASAL | Sample360 |
Sample361 | TTAAGACAGTCG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | G1 | 361 | MUPPITS | Doug | 0.6897112 | Y | SAMPLE | NASAL | Sample361 |
Sample362 | TCTGCACTGAGC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | G2 | 362 | MUPPITS | Doug | 0.9929094 | Y | SAMPLE | NASAL | Sample362 |
Sample363 | CGCAGATTAGTA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | G3 | 363 | MUPPITS | Doug | 0.8664908 | Y | SAMPLE | NASAL | Sample363 |
Sample364 | TGGGTCCCACAT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | G4 | 364 | MUPPITS | Doug | 0.9100804 | Y | SAMPLE | NASAL | Sample364 |
Sample365 | CACTGGTGCATA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | G5 | 365 | MUPPITS | Doug | 0.5092845 | Y | SAMPLE | NASAL | Sample365 |
Sample366 | AACGTAGGCTCT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | G6 | 366 | MUPPITS | Doug | 0.2951709 | Y | SAMPLE | NASAL | Sample366 |
Sample367 | AGTTGTAGTCCG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | G7 | 367 | MUPPITS | Doug | 0.7967598 | Y | SAMPLE | NASAL | Sample367 |
Sample368 | TCGTCAAACCCG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | G8 | 368 | MUPPITS | Doug | 0.1968728 | Y | SAMPLE | NASAL | Sample368 |
Sample369 | TAATCGGTGCCA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | G9 | 369 | MUPPITS | Doug | 0.6676200 | Y | SAMPLE | NASAL | Sample369 |
Sample370 | TTGATCCGGTAG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | G10 | 370 | MUPPITS | Doug | 0.6591656 | Y | SAMPLE | NASAL | Sample370 |
Sample371 | CGGGTGTTTGCT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | G11 | 371 | MUPPITS | Doug | 0.1870852 | Y | SAMPLE | NASAL | Sample371 |
Sample372 | TTGACCGCGGTT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | G12 | 372 | MUPPITS | Doug | 0.0991767 | Y | SAMPLE | NASAL | Sample372 |
Sample373 | GTGCAACCAATC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | H1 | 373 | MUPPITS | Doug | 0.2743989 | Y | SAMPLE | NASAL | Sample373 |
Sample374 | GCTTGAGCTTGA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | H2 | 374 | MUPPITS | Doug | 0.5649026 | Y | SAMPLE | NASAL | Sample374 |
Sample375 | CGCTGTGGATTA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | H3 | 375 | MUPPITS | Doug | 0.0472008 | Y | SAMPLE | NASAL | Sample375 |
Sample376 | CTGTCAGTGACC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | H4 | 376 | MUPPITS | Doug | 0.3955148 | Y | SAMPLE | NASAL | Sample376 |
Sample377 | ACGATTCGAGTC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | H5 | 377 | EMPTY | Doug | 0.3885645 | Y | EMPTY | EMPTY | Sample377 |
Sample378 | GGTTCGGTCCAT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | H6 | 378 | EMPTY | Doug | 0.9979978 | Y | EMPTY | EMPTY | Sample378 |
Sample379 | CTGATCCATCTT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | H7 | 379 | DONOR | Doug | 0.5401299 | Y | SAMPLE | SALIVA | Sample379 |
Sample380 | TATGTGCCGGCT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | H8 | 380 | DONOR | Doug | 0.8103156 | Y | SAMPLE | SALIVA | Sample380 |
Sample381 | TGGTCGCATCGT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | H9 | 381 | DONOR | Doug | 0.1213106 | Y | SAMPLE | SALIVA | Sample381 |
Sample382 | TGTAAGACTTGG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | H10 | 382 | EMPTY | Doug | 0.6769711 | Y | EMPTY | EMPTY | Sample382 |
Sample383 | CGGATCTAGTGT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | H11 | 383 | EMPTY | Doug | 0.4275346 | Y | EMPTY | EMPTY | Sample383 |
Sample384 | CGATCTTCGAGC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE4 | H12 | 384 | EMPTY | Doug | 0.9676501 | Y | EMPTY | EMPTY | Sample384 |
Sample385 | GTCGAATTTGCG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | A1 | 385 | HALEY | Doug | 0.9151426 | Y | SAMPLE | STOOL | Sample385 |
Sample386 | GCATCAGAGTTA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | A2 | 386 | HALEY | Doug | 0.6922549 | Y | SAMPLE | STOOL | Sample386 |
Sample387 | GTGGTCATCGTA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | A3 | 387 | HALEY | Doug | 0.5069642 | Y | SAMPLE | STOOL | Sample387 |
Sample388 | CTGAAGGGCGAA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | A4 | 388 | HALEY | Doug | 0.5105577 | Y | SAMPLE | STOOL | Sample388 |
Sample389 | CGCTCACAGAAT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | A5 | 389 | HALEY | Doug | 0.6578309 | Y | SAMPLE | STOOL | Sample389 |
Sample390 | ATTCGGTAGTGC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | A6 | 390 | HALEY | Doug | 0.9484373 | Y | SAMPLE | STOOL | Sample390 |
Sample391 | CGAGCTGTTACC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | A7 | 391 | HALEY | Doug | 0.3869238 | Y | SAMPLE | STOOL | Sample391 |
Sample392 | CAACACATGCTG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | A8 | 392 | HALEY | Doug | 0.4113079 | Y | SAMPLE | STOOL | Sample392 |
Sample393 | ATTCTCTCACGT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | A9 | 393 | HALEY | Doug | 0.0145308 | Y | SAMPLE | STOOL | Sample393 |
Sample394 | CGACTCTAAACG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | A10 | 394 | HALEY | Doug | 0.0032090 | Y | SAMPLE | STOOL | Sample394 |
Sample395 | GTCTTCAGCAAG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | A11 | 395 | HALEY | Doug | 0.5644562 | Y | SAMPLE | STOOL | Sample395 |
Sample396 | CGGATAACCTCC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | A12 | 396 | HALEY | Doug | 0.3504660 | Y | SAMPLE | STOOL | Sample396 |
Sample397 | AGGGTGACTTTA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | B1 | 397 | HALEY | Doug | 0.6770682 | Y | SAMPLE | STOOL | Sample397 |
Sample398 | GACTTCATGCGA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | B2 | 398 | HALEY | Doug | 0.2397218 | Y | SAMPLE | STOOL | Sample398 |
Sample399 | GCCTGTCTGCAA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | B3 | 399 | HALEY | Doug | 0.5697592 | Y | SAMPLE | STOOL | Sample399 |
Sample400 | ACTGATGGCCTC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | B4 | 400 | HALEY | Doug | 0.5173269 | Y | SAMPLE | STOOL | Sample400 |
Sample401 | TTCGATGCCGCA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | B5 | 401 | HALEY | Doug | 0.4764659 | Y | SAMPLE | STOOL | Sample401 |
Sample402 | TGTGGCTCGTGT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | B6 | 402 | HALEY | Doug | 0.9955801 | Y | SAMPLE | STOOL | Sample402 |
Sample403 | AACTTTCAGGAG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | B7 | 403 | HALEY | Doug | 0.7839012 | Y | NTC | NTC | Sample403 |
Sample404 | TGCACGTGATAA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | B8 | 404 | HALEY | Doug | 0.9346177 | Y | SAMPLE | STOOL | Sample404 |
Sample405 | GTTCGGTGTCCA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | B9 | 405 | HALEY | Doug | 0.9748273 | Y | SAMPLE | STOOL | Sample405 |
Sample406 | AAGACAGCTATC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | B10 | 406 | HALEY | Doug | 0.9246091 | Y | SAMPLE | STOOL | Sample406 |
Sample407 | ATTGACCGGTCA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | B11 | 407 | HALEY | Doug | 0.6805157 | Y | SAMPLE | STOOL | Sample407 |
Sample408 | TTCTCCATCACA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | B12 | 408 | HALEY | Doug | 0.8238147 | Y | SAMPLE | STOOL | Sample408 |
Sample409 | CGTAGGTAGAGG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | C1 | 409 | HALEY | Doug | 0.6371297 | Y | SAMPLE | STOOL | Sample409 |
Sample410 | ATTTAGGACGAC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | C2 | 410 | HALEY | Doug | 0.0850860 | Y | SAMPLE | STOOL | Sample410 |
Sample411 | GGATAGCCAAGG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | C3 | 411 | HALEY | Doug | 0.6701920 | Y | SAMPLE | STOOL | Sample411 |
Sample412 | TGGTTGGTTACG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | C4 | 412 | HALEY | Doug | 0.2637280 | Y | SAMPLE | STOOL | Sample412 |
Sample413 | GTCGTCCAAATG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | C5 | 413 | HALEY | Doug | 0.2032890 | Y | SAMPLE | STOOL | Sample413 |
Sample414 | CAACGTGCTCCA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | C6 | 414 | HALEY | Doug | 0.1555723 | Y | SAMPLE | STOOL | Sample414 |
Sample415 | TACACAAGTCGC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | C7 | 415 | HALEY | Doug | 0.5058063 | Y | SAMPLE | STOOL | Sample415 |
Sample416 | GCGTCCATGAAT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | C8 | 416 | HALEY | Doug | 0.8818387 | Y | SAMPLE | STOOL | Sample416 |
Sample417 | GTAATGCGTAAC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | C9 | 417 | HALEY | Doug | 0.9043368 | Y | SAMPLE | STOOL | Sample417 |
Sample418 | GTCGCCGTACAT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | C10 | 418 | HALEY | Doug | 0.8273181 | Y | SAMPLE | STOOL | Sample418 |
Sample419 | GGAATCCGATTA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | C11 | 419 | HALEY | Doug | 0.7795508 | Y | SAMPLE | STOOL | Sample419 |
Sample420 | CACCCGATGGTT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | C12 | 420 | HALEY | Doug | 0.0132335 | Y | SAMPLE | STOOL | Sample420 |
Sample421 | TTCTGAGAGGTA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | D1 | 421 | HALEY | Doug | 0.0440445 | Y | SAMPLE | STOOL | Sample421 |
Sample422 | ATCCCTACGGAA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | D2 | 422 | HALEY | Doug | 0.7512931 | Y | SAMPLE | STOOL | Sample422 |
Sample423 | GGTTCCATTAGG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | D3 | 423 | HALEY | Doug | 0.8266436 | Y | SAMPLE | STOOL | Sample423 |
Sample424 | GTGTTCCCAGAA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | D4 | 424 | HALEY | Doug | 0.7840277 | Y | NTC | NTC | Sample424 |
Sample425 | CCGAGGTATAAT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | D5 | 425 | CHERRY | Doug | 0.7531060 | Y | SAMPLE | STOOL | Sample425 |
Sample426 | AGCGTAATTAGC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | D6 | 426 | CHERRY | Doug | 0.2184138 | Y | SAMPLE | STOOL | Sample426 |
Sample427 | CTCGTGAATGAC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | D7 | 427 | CHERRY | Doug | 0.9636460 | Y | SAMPLE | STOOL | Sample427 |
Sample428 | AGGTGAGTTCTA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | D8 | 428 | CHERRY | Doug | 0.0846861 | Y | SAMPLE | STOOL | Sample428 |
Sample429 | CCTGTCCTATCT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | D9 | 429 | CHERRY | Doug | 0.7799461 | Y | SAMPLE | STOOL | Sample429 |
Sample430 | GGTTTAACACGC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | D10 | 430 | CHERRY | Doug | 0.4533962 | Y | SAMPLE | STOOL | Sample430 |
Sample431 | AGACAGTAGGAG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | D11 | 431 | CHERRY | Doug | 0.1432122 | Y | SAMPLE | STOOL | Sample431 |
Sample432 | GCCACGACTTAC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | D12 | 432 | CHERRY | Doug | 0.0239207 | Y | SAMPLE | STOOL | Sample432 |
Sample433 | ATTGTTCCTACC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | E1 | 433 | CHERRY | Doug | 0.6489466 | Y | SAMPLE | STOOL | Sample433 |
Sample434 | GCCGTAAACTTG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | E2 | 434 | CHERRY | Doug | 0.4406283 | Y | SAMPLE | STOOL | Sample434 |
Sample435 | GCAGATTTCCAG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | E3 | 435 | CHERRY | Doug | 0.1471501 | Y | SAMPLE | STOOL | Sample435 |
Sample436 | AGATGATCAGTC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | E4 | 436 | CHERRY | Doug | 0.4089802 | Y | SAMPLE | STOOL | Sample436 |
Sample437 | GAGACGTGTTCT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | E5 | 437 | CHERRY | Doug | 0.5166969 | Y | SAMPLE | STOOL | Sample437 |
Sample438 | TATCACCGGCAC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | E6 | 438 | CHERRY | Doug | 0.8196788 | Y | SAMPLE | STOOL | Sample438 |
Sample439 | TATGCCAGAGAT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | E7 | 439 | CHERRY | Doug | 0.5337339 | Y | SAMPLE | STOOL | Sample439 |
Sample440 | AGGTCCAAATCA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | E8 | 440 | CHERRY | Doug | 0.8066327 | Y | SAMPLE | STOOL | Sample440 |
Sample441 | ACCGTGCTCACA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | E9 | 441 | CHERRY | Doug | 0.3695879 | Y | SAMPLE | STOOL | Sample441 |
Sample442 | CTCCCTTTGTGT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | E10 | 442 | CHERRY | Doug | 0.4634412 | Y | SAMPLE | STOOL | Sample442 |
Sample443 | AGCTGCACCTAA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | E11 | 443 | CHERRY | Doug | 0.6159218 | Y | SAMPLE | STOOL | Sample443 |
Sample444 | CCTTGACCGATG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | E12 | 444 | CHERRY | Doug | 0.7459149 | Y | SAMPLE | STOOL | Sample444 |
Sample445 | CTATCATCCTCA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | F1 | 445 | CHERRY | Doug | 0.5281308 | Y | SAMPLE | STOOL | Sample445 |
Sample446 | ACTCTAGCCGGT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | F2 | 446 | CHERRY | Doug | 0.0532558 | Y | SAMPLE | STOOL | Sample446 |
Sample447 | CGATAGGCCTTA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | F3 | 447 | CHERRY | Doug | 0.4322907 | Y | SAMPLE | STOOL | Sample447 |
Sample448 | AATGACCTCGTG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | F4 | 448 | CHERRY | Doug | 0.1414017 | Y | SAMPLE | STOOL | Sample448 |
Sample449 | CTTAGGCATGTG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | F5 | 449 | CHERRY | Doug | 0.2171243 | Y | SAMPLE | STOOL | Sample449 |
Sample450 | CCAGATATAGCA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | F6 | 450 | CHERRY | Doug | 0.7982424 | Y | SAMPLE | STOOL | Sample450 |
Sample451 | GAGAGTCCACTT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | F7 | 451 | CHERRY | Doug | 0.0859159 | Y | SAMPLE | STOOL | Sample451 |
Sample452 | GAACGGGACGTA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | F8 | 452 | CHERRY | Doug | 0.4391709 | Y | SAMPLE | STOOL | Sample452 |
Sample453 | ACGTGTAGGCTT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | F9 | 453 | CHERRY | Doug | 0.3332950 | Y | NTC | NTC | Sample453 |
Sample454 | GGTCTCCTACAG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | F10 | 454 | CHERRY | Doug | 0.6012575 | Y | SAMPLE | STOOL | Sample454 |
Sample455 | ACTGACTTAAGG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | F11 | 455 | CHERRY | Doug | 0.7112106 | Y | SAMPLE | STOOL | Sample455 |
Sample456 | GATGCTGCCGTT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | F12 | 456 | CHERRY | Doug | 0.3416685 | Y | SAMPLE | STOOL | Sample456 |
Sample457 | TTCCTAGGCCAG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | G1 | 457 | CHERRY | Doug | 0.0612829 | Y | SAMPLE | STOOL | Sample457 |
Sample458 | ATTAAGCCTGGA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | G2 | 458 | CHERRY | Doug | 0.1821023 | Y | SAMPLE | STOOL | Sample458 |
Sample459 | TGGCTTTCTATC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | G3 | 459 | CHERRY | Doug | 0.8751809 | Y | SAMPLE | STOOL | Sample459 |
Sample460 | ACAGCTCAAACA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | G4 | 460 | CHERRY | Doug | 0.6658579 | Y | SAMPLE | STOOL | Sample460 |
Sample461 | GAGCGTATCCAT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | G5 | 461 | CHERRY | Doug | 0.5145469 | Y | SAMPLE | STOOL | Sample461 |
Sample462 | ATGGGCGAATGG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | G6 | 462 | CHERRY | Doug | 0.1826208 | Y | SAMPLE | STOOL | Sample462 |
Sample463 | GATCTCTGGGTA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | G7 | 463 | CHERRY | Doug | 0.5554142 | Y | SAMPLE | STOOL | Sample463 |
Sample464 | CATCATACGGGT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | G8 | 464 | CHERRY | Doug | 0.8692514 | Y | SAMPLE | STOOL | Sample464 |
Sample465 | TACGGATTATGG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | G9 | 465 | CHERRY | Doug | 0.8906117 | Y | SAMPLE | STOOL | Sample465 |
Sample466 | ATAGCGAACTCA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | G10 | 466 | CHERRY | Doug | 0.5717385 | Y | SAMPLE | STOOL | Sample466 |
Sample467 | TAACGCTGTGTG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | G11 | 467 | CHERRY | Doug | 0.8688037 | Y | SAMPLE | STOOL | Sample467 |
Sample468 | AACCAAACTCGA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | G12 | 468 | CHERRY | Doug | 0.0271247 | Y | SAMPLE | STOOL | Sample468 |
Sample469 | GCCGTCTCGTAA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | H1 | 469 | CHERRY | Doug | 0.0321348 | Y | NTC | NTC | Sample469 |
Sample470 | CTGGGTATCTCG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | H2 | 470 | CHERRY | Doug | 0.1922356 | Y | SAMPLE | STOOL | Sample470 |
Sample471 | GACTACCCGTTG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | H3 | 471 | CHERRY | Doug | 0.0614275 | Y | SAMPLE | STOOL | Sample471 |
Sample472 | GCGTTGCAAACT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | H4 | 472 | CHERRY | Doug | 0.0367892 | Y | SAMPLE | STOOL | Sample472 |
Sample473 | AACCGCATAAGT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | H5 | 473 | CHERRY | Doug | 0.3871574 | Y | SAMPLE | STOOL | Sample473 |
Sample474 | ACCTTACACCTT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | H6 | 474 | HALEY | Doug | 0.3899782 | Y | SAMPLE | STOOL | Sample474 |
Sample475 | GTAGGTGCTTAC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | H7 | 475 | HALEY | Doug | 0.3126317 | Y | SAMPLE | STOOL | Sample475 |
Sample476 | CGCATTTGGATG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | H8 | 476 | HALEY | Doug | 0.2483845 | Y | SAMPLE | STOOL | Sample476 |
Sample477 | ATAACATGTGCG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | H9 | 477 | HALEY | Doug | 0.7311695 | Y | SAMPLE | STOOL | Sample477 |
Sample478 | CTTGAGAAATCG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | H10 | 478 | HALEY | Doug | 0.5477358 | Y | SAMPLE | STOOL | Sample478 |
Sample479 | CTACACAGCACA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | H11 | 479 | DONOR | Doug | 0.1998826 | Y | SAMPLE | STOOL | Sample479 |
Sample480 | GAAATGCTACGT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE5 | H12 | 480 | DONOR | Doug | 0.6671454 | Y | SAMPLE | STOOL | Sample480 |
Sample481 | CACCGAAATCTG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | A1 | 481 | RYUTARO | Doug | 0.6570242 | Y | SAMPLE | DNA (MOUSE ORAL SWAB) | Sample481 |
Sample482 | TGACGTAGAACT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | A2 | 482 | RYUTARO | Doug | 0.5935104 | Y | SAMPLE | DNA (MOUSE ORAL SWAB) | Sample482 |
Sample483 | CTATGCCGGCTA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | A3 | 483 | RYUTARO | Doug | 0.2999305 | Y | SAMPLE | DNA (MOUSE ORAL SWAB) | Sample483 |
Sample484 | GTGGTATGGGAG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | A4 | 484 | RYUTARO | Doug | 0.8122738 | Y | SAMPLE | DNA (MOUSE ORAL SWAB) | Sample484 |
Sample485 | TGTACCAACCGA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | A5 | 485 | RYUTARO | Doug | 0.0795235 | Y | SAMPLE | DNA (MOUSE ORAL SWAB) | Sample485 |
Sample486 | AGGGTACAGGGT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | A6 | 486 | RYUTARO | Doug | 0.8734735 | Y | SAMPLE | DNA (MOUSE ORAL SWAB) | Sample486 |
Sample487 | AGAGTGCTAATC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | A7 | 487 | RYUTARO | Doug | 0.7096850 | Y | SAMPLE | DNA (MOUSE ORAL SWAB) | Sample487 |
Sample488 | TTGGCGGGTTAT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | A8 | 488 | RYUTARO | Doug | 0.0217844 | Y | SAMPLE | DNA (MOUSE ORAL SWAB) | Sample488 |
Sample489 | CACGATGGTCAT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | A9 | 489 | RYUTARO | Doug | 0.9641195 | Y | SAMPLE | DNA (MOUSE ORAL SWAB) | Sample489 |
Sample490 | GTCACCAATCCG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | A10 | 490 | RYUTARO | Doug | 0.7057182 | Y | SAMPLE | DNA (MOUSE ORAL SWAB) | Sample490 |
Sample491 | CACTAACAAACG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | A11 | 491 | RYUTARO | Doug | 0.7692963 | Y | SAMPLE | DNA (MOUSE ORAL SWAB) | Sample491 |
Sample492 | TTCCAGGCAGAT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | A12 | 492 | RYUTARO | Doug | 0.9698262 | Y | SAMPLE | DNA (MOUSE ORAL SWAB) | Sample492 |
Sample493 | TATGGTACCCAG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | B1 | 493 | EMPTY | Doug | 0.2318000 | N | EMPTY | EMPTY | Sample493 |
Sample494 | CACGACTTGACA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | B2 | 494 | EMPTY | Doug | 0.3458918 | N | EMPTY | EMPTY | Sample494 |
Sample495 | CTTGGAGGCTTA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | B3 | 495 | EMPTY | Doug | 0.1490522 | N | EMPTY | EMPTY | Sample495 |
Sample496 | ACGTGGTTCCAC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | B4 | 496 | EMPTY | Doug | 0.5550656 | N | EMPTY | EMPTY | Sample496 |
Sample497 | GACGCTTTGCTG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | B5 | 497 | EMPTY | Doug | 0.8365000 | N | EMPTY | EMPTY | Sample497 |
Sample498 | ACAGGGTTTGTA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | B6 | 498 | EMPTY | Doug | 0.1663526 | N | EMPTY | EMPTY | Sample498 |
Sample499 | GCCTATGAGATC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | B7 | 499 | EMPTY | Doug | 0.1749379 | N | EMPTY | EMPTY | Sample499 |
Sample500 | CAAACCTATGGC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | B8 | 500 | EMPTY | Doug | 0.9650901 | N | EMPTY | EMPTY | Sample500 |
Sample501 | ATCGCTTAAGGC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | B9 | 501 | EMPTY | Doug | 0.2603262 | N | EMPTY | EMPTY | Sample501 |
Sample502 | ACCATCCAACGA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | B10 | 502 | EMPTY | Doug | 0.4161385 | N | EMPTY | EMPTY | Sample502 |
Sample503 | GCAATAGGAGGA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | B11 | 503 | EMPTY | Doug | 0.9815977 | N | EMPTY | EMPTY | Sample503 |
Sample504 | CCGAACGTCACT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | B12 | 504 | EMPTY | Doug | 0.7947097 | N | EMPTY | EMPTY | Sample504 |
Sample505 | ACACCAACACCA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | C1 | 505 | EMPTY | Doug | 0.2716651 | N | EMPTY | EMPTY | Sample505 |
Sample506 | CCATCACATAGG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | C2 | 506 | EMPTY | Doug | 0.9744303 | N | EMPTY | EMPTY | Sample506 |
Sample507 | CGACACGGAGAA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | C3 | 507 | EMPTY | Doug | 0.7880179 | N | EMPTY | EMPTY | Sample507 |
Sample508 | GAACCTATGACA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | C4 | 508 | EMPTY | Doug | 0.5155968 | N | EMPTY | EMPTY | Sample508 |
Sample509 | ATGCCGGTAATA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | C5 | 509 | EMPTY | Doug | 0.6356287 | N | EMPTY | EMPTY | Sample509 |
Sample510 | GAACAGCTCTAC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | C6 | 510 | EMPTY | Doug | 0.8841456 | N | EMPTY | EMPTY | Sample510 |
Sample511 | GTGAGTCATACC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | C7 | 511 | EMPTY | Doug | 0.6304104 | N | EMPTY | EMPTY | Sample511 |
Sample512 | TGGCCGTTACTG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | C8 | 512 | EMPTY | Doug | 0.8371140 | N | EMPTY | EMPTY | Sample512 |
Sample513 | TAGAGCTGCCAT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | C9 | 513 | EMPTY | Doug | 0.4307193 | N | EMPTY | EMPTY | Sample513 |
Sample514 | ATCTAGTGGCAA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | C10 | 514 | EMPTY | Doug | 0.2263067 | N | EMPTY | EMPTY | Sample514 |
Sample515 | CCTTCAATGGGA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | C11 | 515 | EMPTY | Doug | 0.1955347 | N | EMPTY | EMPTY | Sample515 |
Sample516 | TTGACGACATCG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | C12 | 516 | EMPTY | Doug | 0.4042136 | N | EMPTY | EMPTY | Sample516 |
Sample517 | ACATACTGAGCA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | D1 | 517 | EMPTY | Doug | 0.0983255 | N | EMPTY | EMPTY | Sample517 |
Sample518 | GGCTAAACTATG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | D2 | 518 | EMPTY | Doug | 0.2017935 | N | EMPTY | EMPTY | Sample518 |
Sample519 | AAGAGCAGAGCC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | D3 | 519 | EMPTY | Doug | 0.8587315 | N | EMPTY | EMPTY | Sample519 |
Sample520 | GGAGAGATCACG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | D4 | 520 | EMPTY | Doug | 0.0872250 | N | EMPTY | EMPTY | Sample520 |
Sample521 | TCAACCCGTGAA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | D5 | 521 | EMPTY | Doug | 0.6015601 | N | EMPTY | EMPTY | Sample521 |
Sample522 | GTTTGAAACACG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | D6 | 522 | EMPTY | Doug | 0.2887290 | N | EMPTY | EMPTY | Sample522 |
Sample523 | AGAGAGACAGGT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | D7 | 523 | EMPTY | Doug | 0.7298209 | N | EMPTY | EMPTY | Sample523 |
Sample524 | TCGCCAGTGCAT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | D8 | 524 | EMPTY | Doug | 0.3950536 | N | EMPTY | EMPTY | Sample524 |
Sample525 | GCTCAGGACTCT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | D9 | 525 | EMPTY | Doug | 0.1246456 | N | EMPTY | EMPTY | Sample525 |
Sample526 | CACTTTGGGTGC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | D10 | 526 | EMPTY | Doug | 0.7246429 | N | EMPTY | EMPTY | Sample526 |
Sample527 | TCTAGCCTGGCA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | D11 | 527 | EMPTY | Doug | 0.8396658 | N | EMPTY | EMPTY | Sample527 |
Sample528 | AATGCAATGCGT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | D12 | 528 | EMPTY | Doug | 0.3747440 | N | EMPTY | EMPTY | Sample528 |
Sample529 | CGAATGAGTCAT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | E1 | 529 | EMPTY | Doug | 0.7752272 | N | EMPTY | EMPTY | Sample529 |
Sample530 | CAACGCTAGAAT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | E2 | 530 | EMPTY | Doug | 0.5169678 | N | EMPTY | EMPTY | Sample530 |
Sample531 | ATCAGAGCCCAT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | E3 | 531 | EMPTY | Doug | 0.3010501 | N | EMPTY | EMPTY | Sample531 |
Sample532 | TCTGTAGAGCCA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | E4 | 532 | EMPTY | Doug | 0.0714407 | N | EMPTY | EMPTY | Sample532 |
Sample533 | CCGACTCTAGGT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | E5 | 533 | EMPTY | Doug | 0.0593549 | N | EMPTY | EMPTY | Sample533 |
Sample534 | ATCCTACGAGCA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | E6 | 534 | EMPTY | Doug | 0.4211960 | N | EMPTY | EMPTY | Sample534 |
Sample535 | GACAACGAATCT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | E7 | 535 | EMPTY | Doug | 0.4271089 | N | EMPTY | EMPTY | Sample535 |
Sample536 | TGCGGTTGACTC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | E8 | 536 | EMPTY | Doug | 0.1233769 | N | EMPTY | EMPTY | Sample536 |
Sample537 | TGAGAAGAAAGG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | E9 | 537 | EMPTY | Doug | 0.5751844 | N | EMPTY | EMPTY | Sample537 |
Sample538 | TCGGATCTGTGA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | E10 | 538 | EMPTY | Doug | 0.2000258 | N | EMPTY | EMPTY | Sample538 |
Sample539 | GCCGGTACTCTA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | E11 | 539 | EMPTY | Doug | 0.2574557 | N | EMPTY | EMPTY | Sample539 |
Sample540 | CACAGGATTACC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | E12 | 540 | EMPTY | Doug | 0.3747692 | N | EMPTY | EMPTY | Sample540 |
Sample541 | CGATATCAGTAG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | F1 | 541 | EMPTY | Doug | 0.4664447 | N | EMPTY | EMPTY | Sample541 |
Sample542 | CATAAGGGAGGC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | F2 | 542 | EMPTY | Doug | 0.5529594 | N | EMPTY | EMPTY | Sample542 |
Sample543 | TGTGTTACTCCT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | F3 | 543 | EMPTY | Doug | 0.6922730 | N | EMPTY | EMPTY | Sample543 |
Sample544 | GGTACCTGCAAT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | F4 | 544 | EMPTY | Doug | 0.4640710 | N | EMPTY | EMPTY | Sample544 |
Sample545 | TCGCCTATAAGG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | F5 | 545 | EMPTY | Doug | 0.8224955 | N | EMPTY | EMPTY | Sample545 |
Sample546 | AGTGGCACTATC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | F6 | 546 | EMPTY | Doug | 0.9239143 | N | EMPTY | EMPTY | Sample546 |
Sample547 | TAACCCGATAGA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | F7 | 547 | EMPTY | Doug | 0.2051176 | N | EMPTY | EMPTY | Sample547 |
Sample548 | GTGTGCTAACGT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | F8 | 548 | EMPTY | Doug | 0.9548578 | N | EMPTY | EMPTY | Sample548 |
Sample549 | CTTGCGGCAATC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | F9 | 549 | EMPTY | Doug | 0.9131553 | N | EMPTY | EMPTY | Sample549 |
Sample550 | TGAGGTTTGATG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | F10 | 550 | EMPTY | Doug | 0.6630253 | N | EMPTY | EMPTY | Sample550 |
Sample551 | ATTGCTGGTCGA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | F11 | 551 | EMPTY | Doug | 0.4528600 | N | EMPTY | EMPTY | Sample551 |
Sample552 | AAGAAGCCGGAC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | F12 | 552 | EMPTY | Doug | 0.0859553 | N | EMPTY | EMPTY | Sample552 |
Sample553 | ACGGGATACAGG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | G1 | 553 | EMPTY | Doug | 0.6442946 | N | EMPTY | EMPTY | Sample553 |
Sample554 | AAGAGTCTCTAG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | G2 | 554 | EMPTY | Doug | 0.3287575 | N | EMPTY | EMPTY | Sample554 |
Sample555 | TCCGTCATGGGT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | G3 | 555 | EMPTY | Doug | 0.2569299 | N | EMPTY | EMPTY | Sample555 |
Sample556 | AGATCTATGCAG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | G4 | 556 | EMPTY | Doug | 0.5927613 | N | EMPTY | EMPTY | Sample556 |
Sample557 | GCACAAGGCAAG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | G5 | 557 | EMPTY | Doug | 0.6158518 | N | EMPTY | EMPTY | Sample557 |
Sample558 | CGGCAAACACTT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | G6 | 558 | EMPTY | Doug | 0.9140748 | N | EMPTY | EMPTY | Sample558 |
Sample559 | GCGAGTTCCTGT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | G7 | 559 | EMPTY | Doug | 0.9235337 | N | EMPTY | EMPTY | Sample559 |
Sample560 | TTCCGAATCGGC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | G8 | 560 | EMPTY | Doug | 0.3167997 | N | EMPTY | EMPTY | Sample560 |
Sample561 | TACCTAGTGAGA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | G9 | 561 | EMPTY | Doug | 0.7211587 | N | EMPTY | EMPTY | Sample561 |
Sample562 | CGTTCTGGTGGT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | G10 | 562 | EMPTY | Doug | 0.8592354 | N | EMPTY | EMPTY | Sample562 |
Sample563 | TTGGTCTCCTCT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | G11 | 563 | EMPTY | Doug | 0.6483799 | N | EMPTY | EMPTY | Sample563 |
Sample564 | CTGCATACTGAG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | G12 | 564 | EMPTY | Doug | 0.7191162 | N | EMPTY | EMPTY | Sample564 |
Sample565 | CAGGGCCTTTGT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | H1 | 565 | EMPTY | Doug | 0.2333210 | N | EMPTY | EMPTY | Sample565 |
Sample566 | CGATGAATATCG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | H2 | 566 | EMPTY | Doug | 0.9342568 | N | EMPTY | EMPTY | Sample566 |
Sample567 | GTCAATTAGTGG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | H3 | 567 | EMPTY | Doug | 0.7022118 | N | EMPTY | EMPTY | Sample567 |
Sample568 | AGTACGCAGTCT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | H4 | 568 | EMPTY | Doug | 0.7451738 | N | EMPTY | EMPTY | Sample568 |
Sample569 | AGCAGCTATTGC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | H5 | 569 | EMPTY | Doug | 0.7244651 | N | EMPTY | EMPTY | Sample569 |
Sample570 | CTCGGATAGATC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | H6 | 570 | EMPTY | Doug | 0.7923722 | N | EMPTY | EMPTY | Sample570 |
Sample571 | TTCCCGAAACGA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | H7 | 571 | EMPTY | Doug | 0.4131243 | N | EMPTY | EMPTY | Sample571 |
Sample572 | GAACTTTAGCGC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | H8 | 572 | EMPTY | Doug | 0.0780754 | N | EMPTY | EMPTY | Sample572 |
Sample573 | TCCTTAGAAGGC | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | H9 | 573 | EMPTY | Doug | 0.9269562 | N | EMPTY | EMPTY | Sample573 |
Sample574 | GATGGACTTCAA | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | H10 | 574 | EMPTY | Doug | 0.4581629 | N | EMPTY | EMPTY | Sample574 |
Sample575 | TACTGAGCCTCG | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | H11 | 575 | EMPTY | Doug | 0.5805108 | N | EMPTY | EMPTY | Sample575 |
Sample576 | AGAAGGCCTTAT | GTGTGCCAGCMGCCGCGGTAA | GTGTGCCAGCMGCCGCGGTAA | PLATE6 | H12 | 576 | EMPTY | Doug | 0.0159409 | N | EMPTY | EMPTY | Sample576 |
Before you begin, if you have a SampleSheet.csv file in the raw run files, delete it! Katie has encountered unexpected bugs in the past due to this file.
The steps needed to process a NextSeq run and develop an ASV table have already been pipelined. Assuming the runs have been set up as above (run directory in /NextSeq_data/ and mapping file in /NextSeq_Processed/mapping_file/ with the modified formatting), you are ready to get started. Katie has recently upgraded the pipeline to utilize a Docker container so there is no need to install any packages to run the pipeline now. You can literally just push “go!”!
Once complete, start processing the run:
cd /wynton/group/lynch/NextSeq_Processed/
qsub -M {your-email} scripts/qiime_mapping_file_pipeline.sh 190826_NS500170_0076_AH772CBGXC Nextseq_190826_mapping.txt
The -M option will send you an e-mail when the process finishes.
scripts/complete_16s_pipeline.sh
is the name of the bash
file with all of the commands.
190826_NS500170_0076_AH772CBGXC
is the run name.
Nextseq_190826_mapping.txt
is the mapping file (which
should live in the mapping_files directory). After several hours
(16-24), you will have the following directories in the directory for
this run within NextSeq_Processed:
submission
: This directory contains all of your R1
and R2 files separated by sample ID. This is what gets uploaded to SRA
and also what is used for DADA2.
FASTQC
contains the results from FastQC You will
need to download the files onto your computer to be able to view them.
Katie has also implemented MultiQC which gives an overview of the FastQC
results as one output file instead of a large set of FastQC files and
going through them individually.
dada2_output
contains all of the files generated
from DADA2. These include:
The file that you will use for subsequent analysis is
phyloseq_noneg.rds
. If you don’t get some of the later
files, you may need to start with dada2_phy_obj_raw.rds
and
work through the interim steps separately.
Illumina’s proprietary hyper-compressed files are called BCL (or base call) files. They can be easily transformed into usable FastQ (Q because the quality information is included) files using this command. We’re not providing a mapping file, so all obtained reads are placed into “Undetermined” files, which means that the script wasn’t able to associate a barcode with a sample name. For this pipeline, this is fine and expected.
Next, we perform FastQC on the large undetermined files, which means that we are getting an overall quality profile of the reads. This gives us an additional sense if anything went awry with the run.
“Splitting libraries” is essentially the practice of assigning a sample name to a read, and this is done with your well-formatted mapping file via some QIIME scripts. It matches the barcode from the FastQ file of barcodes to the list of barcodes in your mapping file and creates a new “pool” of sequences that have been assigned to a sample.
The NextSeq in particular is on a two-color system. That means that by using just red and green colors, it can relay information for all four nucleotides. How, you ask? Through permutation! In other words, only green and only red are two nucleotides, but you get the other two by doing both and neither, respectively! How cool!!! Except…. Gs are created when you get no light, and sometimes you can get no light for reasons beyond a G nucleotide, creating long stretches of Gs in your sequence data. This makes DADA2 unhappy, so I use bbduk to filter out these “poly G” reads using an entropy (or sequence similarity score) of 0.2.
Pretty straight-forward. Just makes one fastq file for each of the forward and reverse reads for each sample, which is the input to DADA2’s algorithm.
As of recently, a pipeline based on the formatting of the Illumina Sample Sheet has been developed. This is likely the script that you will be using most-frequently unless you are working with a “legacy” run. The components of this pipeline are essentially the same as described above with a few behind-the-scenes modifications that allow the use of Illumina’s bcl2fastq software to actually perform the “splitting libraries” step instead of having QIIME do it (and raising reviewer eyes when trying to write methods).
The rules associated with the Illumina Sample Sheet are annoyingly different, but relatively simple compared to the QIIME sample sheet. Specifically:
Sample names can only contain ‘-’ and ’_’ as non-alphanumeric characters. Which means no periods, slashes, etc.
Again, no empty values anywhere in the dataset
The Illumina Sample Sheet should be saved as a CSV (and not
Excel’s “top” CSV format with UTF-8 encoding, but the one lower down:
Comma Separated Values (.csv)
). This is annoying but
vital.
Sample sheets should be named similarly to how we’ve named them
in QIIME format, except that the extension will be .csv instead of .txt.
So, for example, the Illumina sheet should be named:
Nextseq_YYMMDD_mapping.csv
After uploading the mapping file to
/wynton/group/lynch/NextSeq_Processed/mapping_files/
, log
in to Wynton. Again, all software and R packages you need to run the
pipeline are now “pre-installed” via a Docker container, so you can
simply initiate the script by running:
cd /wynton/group/lynch/NextSeq_Processed/
qsub scripts/illumina_sample_sheet_pipeline.sh 190826_NS500170_0076_AH772CBGXC Nextseq_190826_mapping.csv
Low-prevalence filtering and negative control signal filtering are both part of our “usual” processing and filtering methods for most datasets and are completed automatically as part of the script above. Multiply-rarefying, however, is a process that requires a few additional steps to identify the optimal depth, so it needs to be done manually.
Next, we want to remove any SVs in our table that may be contaminants, or generally present in extremely low counts relative to our total count, cutting down on noise in our data. This is typically 0.0001% of the total read count in your dataset.
Next, we use a script to remove signal deriving from the negative controls from our samples. This form of negative control filtering outright removes any SVs found in more than 15% of your negative controls and less than 15% of samples. Among the SVs that remaine, the average read count within negative controls is subtracted from the read count in samples, and negative numbers are returned to 0.
The script then returns a NTC-filtered phyloseq object. Also output by the script is a figure showing the distribution of taxa before and after running the script (Combined_Cleaning_Figure.pdf). An example output is shown here (this plot coming from running the same example SV table through the NTC script):
Image
We can tell from this figure that taxa like Pseudomonas and Delftia were removed, and while some taxa also present in negative controls remain, they are very likely to be biologically meaningful. Further examination of this data (not shown) found that remaining taxa had a very low total read count within the negative controls. Hence, the lack of movement of those taxa.
All microbiome data needs to be normalized for differences in read depth. This can be done through either Multiply Rarefying or Variance Stabilized Transformations.
Considerations for your own dataset should be driven by the questions you wish to answer. Our preference is for multiply-rarefying, but if you have low-abundance samples that you cannot filter out you may want to consider variance-stabilized transformations.
Rarefying means to sub-sample each sample to an even read depth. We use a method for representative rarefaction in which we sub-sample each sample 100 times and choose the randomized sample at the center of a distance matrix. However, before we can carry out this process, we need to determine the optimal depth. This depth is that at which there is no additional diversity to gain and you retain an optimal number of samples (samples with a read depth lower than the rarefying depth are removed).
I have built a script to carry out this process. In order to use it, you can run:
Rscript /wynton/group/lynch/kmccauley/dada2_files/alpha_rarefaction.R phyloseq_noneg.rds transpose
The transpose
at the end of the script indicates that
the table of counts should be transposed before generating rarefaction
curves. If you wind up with a figure that shows rarefaction curves for
sequence names, change the transpose
to another value (all
that matters is that it’s not transpose
but is
still one word).
This script runs slowly. Once it’s done, you will get two outputs from this command (1) a table of read depths and the number of samples remaining at that read depth and (2) a figure representing the curves for each sample. In order to view a figure made on Wynton, you can copy it to your desktop using either your favorite FTP or the following scp command from your computer:
scp {username}@dt2.wynton.ucsf.edu:{image_location}/Alpha_Rarefaction_Curve.pdf ~/Downloads/
Image
From this figure and the associated table printed in your console, you want to identify the depth where diversity plateaus, but you don’t end up losing many samples. In this example, we would likely pick something in the 50,000-70,000 read range, since diversity has plateaued and we start losing samples due to read depth soon after.
To initiate the multiply-rarefying step, you can run the following
script from the location of your phyloseq object on Wynton. Before this
point, you likely want to copy the phyloseq_noneg.rds
file
into your own analysis directory, perhaps giving it a more illustrative
name.
Rscript /wynton/group/lynch/kmccauley/dada2_files/Multiply_Rarefy_phy.R phyloseq_noneg.rds 50000 phyloseq_mrare.rds
The first object is the name/location of the script.
phyloseq_noneg.rds
indicates the name of the input phyloseq
object; 50000
is the planned read depth;
phyloseq_mrare.rds
is the name of the output object. If
you’d rather not specify an output name, one will be chosen for you.
Let’s say you’re curious to know if the community composition of a dataset rarefied down to 50,000 reads is more or less informative than one rarefied to 70,000 reads. You can rarefy at both depths and then use a procrustes test to determine if their structure is significantly different, and I have developed a script to test this. To do this, you can run something like the following:
## Rarefy to 50k reads
Rscript /wynton/group/lynch/kmccauley/dada2_files/Multiply_Rarefy_phy.R phyloseq_noneg.rds 50000 phyloseq_mrare_50k.rds
## Rarefy to 70k reads
Rscript /wynton/group/lynch/kmccauley/dada2_files/Multiply_Rarefy_phy.R phyloseq_noneg.rds 70000 phyloseq_mrare_70k.rds
## Compare with Procrustes
Rscript /wynton/group/lynch/kmccauley/dada2_files/procrustes.R phyloseq_mrare_50k.rds phyloseq_mrare_70k.rds
The fun thing about the output is that if there is a significant
P-value, it means that there is not a significant difference between the
two datasets. The default distance matrix is currently Bray Curtis, but
you can specify your preferred distance matrix by using one of the
phyloseq distance matrix names at the end of the function
(bray
, canberra
, unifrac
,
wunifrac
).
We can also use the variance stabilized transformation, which can be applied before downstream analyses. Despite allowing for small read depths, you’ll still want to consider removing samples with less than 1000 reads since those profiles may not be as robust. However, if you are working with ultra-low-burden samples you may not be able to do that either. As we start getting into some of these circumstances, a chat with Katie or Sue may be helpful in determining how best to move forward given your study.
library(DESeq2)
library(phyloseq)
## read in the saved RDS file:
phy <- readRDS("phyloseq_noneg.rds")
phy.filt <- subset_samples(phy, sample_sums(phy) > 1000) ## filter to samples with greater than 1000 reads
phy.vst <- phy.filt ## Initialize a new object where we'll save the VST object / keeps us from overwriting the original data.
deseqdat <- phyloseq_to_deseq2(phy.vst, ~1) ## We can use this ~1 as our "design formula" since we're looking to normalize the data.
deseqdat2 = estimateSizeFactors(deseqdat, type="poscounts")
otu_table(phy.vst) <- otu_table(counts(deseqdat2, normalized=TRUE),taxa_are_rows=TRUE) ## Update OTU table in the VST object we saved.
At this point, you’re now ready to start the fun part! Analyzing and visualizing your data!
Katie would like to give many thanks to Danny Li who helped develop the initial version of the analysis pipeline, as well as the several members of the Lynch Lab and BCMM who provided invaluable constructive feedback along the way.