From Sequencer to ASV Table

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.

A. Download from BaseSpace

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.

B. Download From External Drive/Sequencer

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.

Pipeline #1 (QIIME mapping file)

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.

Required Rules for QIIME-based Mapping Files

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:

  1. 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.

  2. Should be a tab-delimited file (txt)

  3. The first variable needs to be “#SampleID” (with the hashtag/pound sign, and all applicable capitalization)

  4. Second and third columns should be BarcodeSequence and LinkerPrimerSequence, in that order, though LinkerPrimerSequence contents don’t matter (I believe). Barcode sequence definitely matters.

  5. No duplicate column names

  6. 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.

  7. With QIIME, while periods (.) are okay, you can’t use underscores (_), dashes(-), or any other special characters in the entire file.

  8. 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

  9. The last column needs to be called “Description” and be filled with the sample name again

  10. 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

Processing a Raw NextSeq Run into an ASV table (QIIME)

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:

    • TrackedReadsThruDADA2.csv
    • TaxonomyBootstraps.csv
    • {runname}_seqs.txt (Just the ASVs)
    • {runname}_tax_table.txt (Taxonomy Table from DADA2)
    • {runname}_tax_table_DECIPHER.txt (Taxonomy Table from DECIPHER)
    • {runname}_otutable.txt (ASV Table of counts)
    • dada2_result_object.RData (Final dada2 object – if you need to troubleshoot something, you can load this object back into your environment)
    • dada2_phy_obj_raw.rds (Raw phyloseq object from the DADA2 script)
    • dada2_optim_tree.tre (Tree built from sequences)
    • dada2_phy_pruned_wtree.rds (Phyloseq object with low-prevalence filtering and a tree object)
    • Combined_Cleaning_Figure.pdf (Figure generated before and after negative control filtering – definitely review this figure to confirm that the defaults worked for your data)
    • phyloseq_noneg.rds (Final phyloseq object with negative control signal removed as per the figure)

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.

Steps in the Script

bcl2fastq

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.

Undetermined FastQC

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.

Split Libraries

“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.

Poly-G Filter

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.

Make Sample-Specific FASTQs

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.

Pipeline #2 (Illumina Sample Sheet/Version 2)

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).

Rules for the Illumina Sample Sheet

The rules associated with the Illumina Sample Sheet are annoyingly different, but relatively simple compared to the QIIME sample sheet. Specifically:

  1. Sample names can only contain ‘-’ and ’_’ as non-alphanumeric characters. Which means no periods, slashes, etc.

  2. Again, no empty values anywhere in the dataset

  3. 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.

  4. 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

Using the new script

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

Post-Processing Steps

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.

1. Low-prevalence filtering

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.

2. Negative control filtering

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.

Normalizing for Differences in Read Depth

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.

A. Rarefying

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.

Procrustes

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).

B. Variance Stabilized Tranformations

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!

Acknowlegements

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.