16S Metagenomics report

First、Project information

Second、Workflow

1. Sequencing process

16S metagenomics library was constructed using two rounds of PCR reactions. The PCR primers,

forward

(5’-TCGTCGGCAGCGTCAGATGTGTATAAGAGACAGCCTACGGGNGGCWGCAG-3’)

and reverse

(5’-GTCTCGTGGGCTCGGAGATGTGTATAAGAGACAGGGACTACHVGGGTWTCTAAT-3’),

were designed to amplify the V3V4 domain of bacterial 16S ribosomal DNA as well as adding adaptor sequences. Illumina index sequences were subsequently attached into the amplicons in the second PCR.

PCR amplification was performed in a 50 μl reaction volume containing 25 μl 2X Phusion High-Fidelity PCR Master Mix (New Enagland Biolabs), 0.2 μM of each forward and reverse primer, and 100 ng DNA template. The reaction conditions consisted of an initial 98°C for 30sec, followed by 30 cycles of 98°C for 10 sec, 55°C for 30 sec, and 72°C for 30 sec, as well as a final extension of 72°C for 5 min. The number of cycle for second PCR was 10.

Next, amplified products were checked by 2 % agarose gel electrophoresis and were purified using the AMPure XP PCR Purification Kit (Agencourt). Quantification was performed by using Qubit dsDNA HS Assay Kit (Thermo Fisher Scientific) on Qubit 2.0 Fluorometer (Thermo Fisher Scientific) and Light cycler 96 (Roche)- all according to respective manufacturer instructions. The final purified libraries were applied for cluster generation and sequencing on the MiSeq using V3 600 cycles kit.

2. Raw data process

3. Data analysis workflow

Third、Analysis results

1. QC results

SampleID Raw.Reads QC QC.rate Merge Merge.rate OTU.cluster OTU.cluster.rate Alignment Alignment.rate Represent.OTU Mapped.OTU Mapped.OTU.rate Number.of.Tax
5-2-F10 88539 74129 83.72% 74057 99.90% 39095 52.79% 38774 99.18% 12 11 91.67% 9
5-2-F11 143479 132752 92.52% 132317 99.67% 118977 89.92% 109463 92.00% 67 59 88.06% 44
5-2-F12 140652 122229 86.90% 122116 99.91% 73277 60.01% 62604 85.43% 40 32 80.00% 27
5-2-F13 117505 102245 87.01% 102057 99.82% 52123 51.07% 48877 93.77% 23 20 86.96% 19
5-2-F14 144270 124658 86.41% 124546 99.91% 73044 58.65% 66811 91.47% 24 21 87.50% 17
5-2-F8 105788 97708 92.36% 97180 99.46% 83329 85.75% 76551 91.87% 67 62 92.54% 51
5-2-F9 128612 110167 85.66% 110033 99.88% 71066 64.59% 71066 100.00% 12 12 100.00% 10
5-2-M1 146199 125347 85.74% 125208 99.89% 70072 55.96% 65419 93.36% 24 19 79.17% 18
5-2-M2 96796 82039 84.75% 81904 99.84% 41094 50.17% 37850 92.11% 22 17 77.27% 15
5-2-M3 95485 71051 74.41% 70918 99.81% 34848 49.14% 32115 92.16% 21 19 90.48% 15
5-2-M4 116560 100152 85.92% 100057 99.91% 51865 51.84% 49116 94.70% 22 19 86.36% 15
5-2-M5 108369 93771 86.53% 93684 99.91% 51858 55.35% 45594 87.92% 41 37 90.24% 30
5-2-M6 120432 102599 85.19% 102411 99.82% 49687 48.52% 45650 91.88% 29 25 86.21% 20
5-2-M7 113999 97404 85.44% 97335 99.93% 61089 62.76% 61083 99.99% 19 18 94.74% 15
5-20-F10 127201 108755 85.50% 108668 99.92% 57792 53.18% 57191 98.96% 23 21 91.30% 20
5-20-F11 109253 93779 85.84% 93698 99.91% 50007 53.37% 47572 95.13% 26 22 84.62% 18
5-20-F12 150373 128307 85.33% 128164 99.89% 75561 58.96% 72493 95.94% 33 30 90.91% 29
5-20-F13 151224 128241 84.80% 128136 99.92% 71281 55.63% 70059 98.29% 32 30 93.75% 27
5-20-F14 140689 119599 85.01% 119479 99.90% 63151 52.86% 58574 92.75% 34 30 88.24% 26
5-20-F8 136456 117599 86.18% 117525 99.94% 62035 52.78% 59418 95.78% 31 25 80.65% 25
5-20-F9 114879 97230 84.64% 97131 99.90% 48557 49.99% 47724 98.28% 18 16 88.89% 14
5-20-M1 140154 119488 85.25% 119396 99.92% 70010 58.64% 67861 96.93% 20 16 80.00% 15
5-20-M2 150905 130488 86.47% 130413 99.94% 77993 59.80% 76477 98.06% 21 18 85.71% 18
5-20-M3 130723 113331 86.70% 113263 99.94% 59241 52.30% 55331 93.40% 21 17 80.95% 15
5-20-M4 178332 153427 86.03% 153324 99.93% 99067 64.61% 86607 87.42% 45 41 91.11% 34
5-20-M5 144602 124905 86.38% 124816 99.93% 67653 54.20% 60245 89.05% 33 27 81.82% 26
5-20-M6 147064 125541 85.36% 125405 99.89% 70268 56.03% 63354 90.16% 40 36 90.00% 31
5-20-M7 177935 153409 86.22% 153298 99.93% 92849 60.57% 90826 97.82% 24 21 87.50% 17

QC: # of sequencing reads passed by the quality threshold

Merge: # of merged sequencing reads

OTU.cluster: # of clustered sequencing reads

Alignment: # of sequencing reads mapped to Silva database

Represent.OTU: # of clusters

Mapped.OTU: # of clusters mapped to Silva database

Number.of.Tax: # of Taxonomy

Path: ./result/OTU & QC/

2. Taxonomy results

Barplot

According to taxonomy annotation, top 15 bacteria with relative abundance in each level (Phylum, Class, Order, family, Genus, Species) are selected for each sample or group and generate a histogram of relative abundance. Bacteria with lower relative abundance are merged into “Others”.

Path: ./result/Abundance/


Case & Control

Phylum

Class

Order

Family

Genus

Species

Cas0_BF

Phylum

Class

Order

Family

Genus

Species

Cas1_BF

Phylum

Class

Order

Family

Genus

Species

Gender

Phylum

Class

Order

Family

Genus

Species

Heatmap

The heatmap is drawn according to the taxonomy annotation and relative abundance of all samples (groups) in each level. “Square root” is applied to numerical conversion for relative abundance.

Path: ./result/Heatmap/

Case & Control

Phylum

Species

Cas0_BF

Phylum