opens the authoritative record at ENA, SRA or BioSample; this page never replaces it
PRJNA666233
Pipeline 0.1.0 Contract v0.1 Licence CC-BY-4.0
Tags
- 16S rRNA
- V4
- amplicon
- selection random
- single-end
- Illumina HiSeq 2500
- primers trimmed
- CC-BY-4.0
derived from the release metadata, not hand-written
Study
The study record carries no description, and its registered title is the accession itself. The figures below are computed from the 23 released samples and 23 runs.
- Samples
- 23
- Runs
- 23
- Collection
- 2018-06 to 2018-06
Linked publication
No publication linked for this study.
Location
sampling sites from the release coordinatesPlace name hierarchy
- ▸ 中国
- › 湖南省
- › 石门县
Districts named on the samples
- 石门县 1
Latitude 29.58 to 29.58, longitude 111.38 to 111.6. Names resolved with OpenStreetMap Nominatim from the release's own coordinates; Coordinates parsed from the released lat_lon text field, which the pipeline keeps but does not split into latitude/longitude columns.
How the sequences were obtained
sample to releaseSample collection
23 samples, 2018-06 to 2018-06
29.5800 to 29.5800 N, 111.3800 to 111.6000 E
Storage
not reported
neither the archive nor the linked paper states storage conditions
Processing
not reported
no extraction kit or lysis protocol in the archive or the linked paper
PCR
16S rRNA V4
primers: trimmed; polymerase, cycle count and primer sequences are not stated in the linked paper
Sequencing preparation
not reported
no library kit or index strategy in the archive or the linked paper
Sequencing
Illumina HiSeq 2500
23 runs; SINGLE 253.0 bp reads
Denoising
dada2 1.38.0
13,732 ASVs from 1,147,931 reads
ampliconflow branches off at step 6, Sequencing
this releaseampliconflow starts here: 1,147,931 reads from 23 runs, QC to 96.4% 16S identity and 50.8% above Q30, primers trimmed, dada2 1.38.0 to 13,732 ASVs, taxonomy against a SINTAX reference, then the release (CC-BY-4.0).
Steps 1 to 6 are how the sequences were obtained, from the study's own archive metadata. Step 7 is what the authors report doing with the sequences in the linked paper. ampliconflow starts at the deposited reads rather than repeating the wet lab.
Taxonomy assigned with SILVA 138.2 (SINTAX).
23
Samples
23 runs
13.7k
Features
OTUs at 97%
1.1M
Reads
mapped total
132 MB
Release size
78 files
Depth floor
1,000 reads
no samples below
QC warnings
23
100% of runs warned
Reads per sample
log scale- min
- 41,928
- median
- 49,805
- max
- 62,479
Feature detection
100.0% non-zero13,732 / 13,732 features
Features with at least one observed read. The remainder are present in the reference set but not detected in these samples.
Composition
Top phyla
- Actinomycetota 261,366 (22.8%)
- Pseudomonadota 212,718 (18.5%)
- Acidobacteriota 194,491 (16.9%)
- Chloroflexota 111,315 (9.7%)
- Bacillota 71,077 (6.2%)
- Bacteroidota 58,717 (5.1%)
- Gemmatimonadota 49,286 (4.3%)
- Cyanobacteriota 44,193 (3.8%)
- Myxococcota 39,944 (3.5%)
- Planctomycetota 23,107 (2.0%)
- Verrucomicrobiota 21,272 (1.9%)
- Candidatus Eremiobacterota 11,464 (1.0%)
- Armatimonadota 9,925 (0.9%)
- Patescibacteria 8,386 (0.7%)
- RCP2-54 5,042 (0.4%)
- Thermodesulfobacteriota 4,601 (0.4%)
- Thermoproteota 4,385 (0.4%)
- Bdellovibrionota 3,196 (0.3%)
- GAL15 1,675 (0.1%)
- Nitrospirota 1,547 (0.1%)
Top genera
- Incertae Sedis 513,112 (44.7%)
- Nocardioides 29,618 (2.6%)
- Sphingomonas 27,989 (2.4%)
- Candidatus Solibacter 26,871 (2.3%)
- Bryobacter 22,797 (2.0%)
- Acidothermus 22,004 (1.9%)
- Peribacillus 17,258 (1.5%)
- WCHB1-32 16,158 (1.4%)
- Gemmatimonas 16,122 (1.4%)
- Acidiferrimicrobium 14,699 (1.3%)
- Ellin6067 10,403 (0.9%)
- Marmoricola 9,417 (0.8%)
- Conexibacter 8,689 (0.8%)
- Acidibacter 8,171 (0.7%)
- Corallococcus 8,047 (0.7%)
- 1921-2 7,720 (0.7%)
- Bradyrhizobium 7,236 (0.6%)
- Terrabacter 6,976 (0.6%)
- Anaerolinea 6,836 (0.6%)
- Flavisolibacter 6,391 (0.6%)
Rank-abundance
log-log13,732 ranked features, top 200 shown. A steep drop means a few taxa carry most of the reads.
Per-sample reads
23 samples- min
- 41,928
- median
- 49,805
- max
- 62,479
Downstream QC and analysis
computed from the released tablesEleven modules, computed from the released count table, the sample metadata and the per-run QC reports. Each panel states its own n and the test it used; a module that cannot run on this release is shown as a flagged gap rather than an empty frame.
Rarefaction
median with p10 to p90Expected richness when 23 samples are subsampled to a common depth, resampled 31 draws. Median 974 features observed at full depth.
Depth against richness
log depthOne point per sample. Correlation of log reads with observed features is 0.004, so the depth floor is doing most of the work of deciding how many features a sample shows.
Per-run QC
- 16S identity 96.4% alignment call per run
- Q30 rate 50.8% mean Q 27.8
- Amplicon V4 primers trimmed
- PhiX 0.0% control spike-in
23 run report(s), n/a GC, 0.0% ambiguous bases.
Diversity
- Shannon
- 6.08
- Simpson
- 0.995
- Evenness
- 0.89
- Chao1
- 974
Median across samples. Observed richness ranges 602 to 1,847.
Feature prevalence
30 of 13,732 features
present in at least half of the 23 samples (0.2%). 9,295 features appear in one sample only, which is the long tail rarefaction is fighting.
Ordination
One point per sample, 23 plotted. Choose the axes and the colour variable; hover a point for its sample id. The legend below the axes names the levels or the numeric range.
What explains each axis
pc1 · 19.0%
- observed 33.0%
- chao1 33.0%
- shannon 26.5%
- evenness 18.9%
pc2 · 15.0%
- evenness 4.0%
- shannon 3.3%
- reads 1.3%
- observed 0.8%
pc3 · 10.0%
- shannon 34.9%
- evenness 31.1%
- observed 30.6%
- chao1 30.6%
Categorical variables use eta-squared (between-group share of the axis), numeric ones the squared Pearson correlation. Computed from the released sample metadata.
Alpha diversity per sample
ShannonMedian Shannon 6.081 across the release; observed richness runs 602 to 1847.
Bray-Curtis dissimilarity
23 x 23, darker is closerSample order is the release order, 23 labels, and the matrix itself ships as beta_distance.tsv beside the analysis.
Phylogenetic diversity
Not available for this release: no Newick tree beside the table; run the tree stage, then re-run analyze. The legacy analysis computed Faith's PD when the container carried a tree, and this one reports the absence instead of an empty column.
Community states
CLR, k by silhouettek = 6 silhouette 0.391
- state 0 2 samples
- state 1 3 samples
- state 2 5 samples
- state 3 2 samples
- state 4 8 samples
- state 5 3 samples
Clustered on the centred log-ratio of the top 200 features; 23 samples.
Batch-bias audit
states againstadjusted Rand n/a p = n/a
not enough levels to test
permutations. Every sample here carries both MiSeq and MiniSeq runs, so the batch variable used is the one with two levels, here .
Variance partitioning
mean R2 per feature, CLRJoint R2 n/a, so the metadata explains a modest slice of the feature variation, and the two variables are not independent of one another.
Effect size
No two-level comparison available.
Taxa against all samples
withfeatures tested, 0 survive the correction at q ≤ 0.05
Nothing survives. The smallest q is n/a, which is the honest answer for a study whose samples are spread across three years with two to thirteen samples per year.
Group difference and spread
Bray-Curtis, 999 permutations- PERMANOVA pseudo-F
- n/a · p n/a
- PERMDISP F
- n/a · p n/a
- Distance decay (Mantel r)
- n/a · p n/a
The contamination class separates the communities beyond the spread within each class (PERMANOVA) with no evidence that the spread itself differs (PERMDISP). Distance decay runs over n/a to n/a km.
Spatial structure
observed richness over distancethe study's coordinates fall on a single site (no spread), so spatial autocorrelation is not defined
Co-occurrence network
100 nodes · 2,552 edges
- positive
- 2,545
- negative
- 7
- density
- 0.516
- components
- 1
- mean degree
- 51.0
Spearman on log1p proportions, 100 features, |r| ≥ 0.50, FDR 0.05.
Hubs by degree
Phylogenetic and signal analyses need a tree
no Newick tree beside the table; run the tree stage, then re-run analyze. The tree stage aligns the ASVs with MAFFT and builds with FastTree, both detected as external tools; neither is installed on the machine this page was built on, so Faith's PD, UniFrac, Pagel's lambda and Blomberg's K are left flagged rather than guessed.
ASV phylogeny
0 most abundant of the treeNo tree in this release.
ASV panel
no sequence fileThe representative sequences are not in this release, so length and GC cannot be drawn.
Most abundant ASVs
| ASV | phylum | genus | mean | prev. |
|---|---|---|---|---|
| ASV_1 | Acidobacteriota | Incertae Sedis | 482.6 | 13% |
| ASV_2 | Actinomycetota | Marmoricola | 344.6 | 39% |
| ASV_3 | Actinomycetota | Nocardioides | 307.7 | 56% |
| ASV_4 | Myxococcota | Corallococcus | 295.4 | 70% |
| ASV_5 | Acidobacteriota | Candidatus Solibacter | 278.4 | 13% |
| ASV_6 | Acidobacteriota | Incertae Sedis | 243.6 | 74% |
| ASV_7 | Actinomycetota | Terrabacter | 234.0 | 48% |
| ASV_8 | Bacteroidota | WCHB1-32 | 228.4 | 4% |
| ASV_9 | Bacillota | Peribacillus | 223.4 | 4% |
| ASV_10 | Pseudomonadota | Sphingomonas | 207.0 | 70% |
| ASV_11 | Bacillota | Lactobacillus | 199.9 | 56% |
| ASV_12 | Actinomycetota | Pedococcus-Phycicoccus | 185.8 | 22% |
Similar studies
composition, metadata, location, shared authors- taxonomy 67% similar (genus)
- same region (V4)
- same country (中国)
60 samples
- taxonomy 76% similar (genus)
- same region (V4)
33 samples
- taxonomy 76% similar (genus)
- same region (V4)
65 samples
- taxonomy 73% similar (genus)
27 samples
- taxonomy 66% similar (genus)
- same region (V4)
16 samples
- taxonomy 64% similar (genus)
- same region (V4)
31 samples
Ranked from the released tables: genus composition as Bray-Curtis similarity, shared environment and method terms, the distance between sample centroids, and authors shared with the linked publication.
Missing or wrong data?
Report a field that is empty or mistaken, or associate a paper with this study. No account is needed; the contact email is optional and used only to reply about this submission.
Downloads
8 files · sha256 in manifest- Count table 87 KB tables/PRJNA666233.parquet
- Count table, BIOM 245 KB tables/PRJNA666233.biom.gz
- Taxonomy 877 KB features.parquet
- Taxonomy (TSV) 950 KB taxonomy.tsv.gz
- Sample metadata 15 KB samples.parquet
- Run metadata 14 KB runs.parquet
- Sequences (fasta) 428 KB sequences/PRJNA666233.fasta.gz
- Manifest manifest.json
Files are served from https://huggingface.co/datasets/hmacgregor/ampliconflow-releases/resolve/main/PRJNA666233-20260926/ once hosting is wired. Until then the links point at a placeholder base URL.
Samples
| Sample | Collected | group | Reads | Features | Shannon | State |
|---|---|---|---|---|---|---|
| SAMN16294718 | 2018-06 | 49,805 | 1,014 | 6.161 | 4 | |
| SAMN16294719 | 2018-06 | 49,986 | 1,073 | 6.221 | 4 | |
| SAMN16294720 | 2018-06 | 50,635 | 1,334 | 6.524 | 3 | |
| SAMN16294721 | 2018-06 | 43,371 | 1,557 | 6.832 | 4 | |
| SAMN16294722 | 2018-06 | 62,479 | 1,847 | 6.949 | 4 | |
| SAMN16294723 | 2018-06 | 42,135 | 902 | 6.081 | 4 | |
| SAMN16294724 | 2018-06 | 52,493 | 1,046 | 6.034 | 4 | |
| SAMN16294725 | 2018-06 | 54,928 | 719 | 5.371 | 0 | |
| SAMN16294726 | 2018-06 | 50,008 | 701 | 5.35 | 0 | |
| SAMN16294727 | 2018-06 | 51,695 | 876 | 5.997 | 3 | |
| SAMN16294728 | 2018-06 | 46,650 | 1,380 | 6.685 | 4 | |
| SAMN16294729 | 2018-06 | 41,928 | 1,258 | 6.557 | 4 | |
| SAMN16294730 | 2018-06 | 48,495 | 812 | 5.643 | 1 | |
| SAMN16294731 | 2018-06 | 47,499 | 730 | 5.582 | 1 | |
| SAMN16294732 | 2018-06 | 48,074 | 783 | 5.561 | 1 | |
| SAMN16294733 | 2018-06 | 44,928 | 944 | 6.023 | 5 | |
| SAMN16294734 | 2018-06 | 53,294 | 895 | 5.767 | 2 | |
| SAMN16294735 | 2018-06 | 58,751 | 1,083 | 6.253 | 2 | |
| SAMN16294736 | 2018-06 | 46,070 | 1,017 | 6.198 | 2 | |
| SAMN16294737 | 2018-06 | 44,715 | 1,024 | 6.249 | 2 | |
| SAMN16294738 | 2018-06 | 47,249 | 974 | 6.129 | 2 | |
| SAMN16294739 | 2018-06 | 55,304 | 863 | 5.44 | 5 | |
| SAMN16294740 | 2018-06 | 57,439 | 602 | 4.753 | 5 |
click a column head to sort