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PRJNA1348896 SRP637153

Synthetic virome mock community, human samples, Philadelphia

2025-10-24_Duan_Optimizing-Methods-for-Virome

323 samples from Philadelphia, Pennsylvania, USA: stool, saliva, oropharyngeal wash, and BAL specimens spiked with a synthetic viral community to compare virus enrichment protocols, DNA amplification methods, and sequencing approaches for virome analysis. machine-written summary

323 samples · 323 runs · US · Age unknown · 2025 · 0.33 Gbp / sample

Sources
✓Sequence archive 1,938○Abstract / description○Full text○Supplementary tables–External resources–User contribution–Human verified

Checked this project's papers and archive records yourself? Mark it human-verified.

what each source gave
✓ Sequence archive1,938 sample values (collection date, country, latitude, location locality, location region, longitude)
○ Abstract / descriptionread; no usable statement
○ Full textread; no usable statement or table · PMC13289072
○ Supplementary tablesfiles read; no table could be matched to the samples
– External resourcesnot covered by the external resources we ingest
– User contributionnothing uploaded yet · share metadata
– Human verifiednot yet checked by a person · I checked this project — verify it
Samples at a glance
1 sampling locations · 1 country
Age
unknown323
Country
US323
Body site
unknown305
excluded12
primary6
Collected 2025–2026
2025: 281 samples2026: 42 samples20252026
Sequencing depth per sample · this project all projects
all projects, 0–0.03 Gbp: 25,080 samples (4 %)this project, 0–0.03 Gbp: 72 samplesall projects, 0.03–0.1 Gbp: 17,066 samples (3 %)this project, 0.03–0.1 Gbp: 26 samplesall projects, 0.1–0.3 Gbp: 29,179 samples (5 %)this project, 0.1–0.3 Gbp: 58 samplesall projects, 0.3–1 Gbp: 47,044 samples (8 %)this project, 0.3–1 Gbp: 128 samplesall projects, 1–3 Gbp: 124,983 samples (22 %)this project, 1–3 Gbp: 25 samplesall projects, 3–10 Gbp: 253,728 samples (44 %)this project, 3–10 Gbp: 14 samplesall projects, 10–30 Gbp: 72,533 samples (13 %)all projects, 30–100 Gbp: 3,024 samples (1 %)all projects, 100–300 Gbp: 106 samples (0 %)all projects, ≥ 300 Gbp: 9 samples (0 %)project median 0.33 Gbp per sample0130Gbp
Community composition
Mesomycoplasma 10.9%Ralstonia 7.2%Faecalibacterium 6.6%Escherichia 6.3%Prevotella 6.0%Aquipseudomonas 3.7%Ruminococcus_C 3.5%Ruminiclostridium_E 2.7%Bacteroides 2.6%CAG-217 2.1%Blautia_A 1.9%Fimenecus 1.6%not assigned to a genus 27.3%other genera 17.5%

Genera, mean relative abundance over 27 profiled gut samples of this project (Sandpiper SingleM profiles, GTDB R232; low-depth and non-metagenome profiles left out).

Field coverage
fieldsamplescoverageR1R2R3R4
age_category0 0%
country323 100%323
health_condition0 0%
subject_id0 0%
collection_date323 100%323
detailed_location323 100%
latitude323 100%323
location_locality323 100%323
location_region323 100%323
longitude323 100%323
Papers (1)
  • Optimizing methods for virome analysis based on studies of a synthetic viral community. 2026 PMID 42227741 PMC13289072 own_data
Details
Archive description

Studies of whole viral populations--the "virome"--are yielding exciting new</p><p>insights into biological systems, but methods are still being optimized. Here we</p><p>describe generation and use of a synthetic viral community to assess several</p><p>technical challenges important in virome analysis. Our mock community was</p><p>comprised of phages lambda, T4, M13, MS2, and phi6, together with adenoassociated virus (AAV), murine hepatitis virus (MHV), and vaccinia virus (VV).</p><p>We spiked the mock community into different human sample types, including</p><p>stool, saliva, oropharyngeal (OP) wash, and bronchoalveolar lavage (BAL), then</p><p>passed the samples through different virus enrichment protocols and analyzed by</p><p>Illumina sequencing. Compared to direct metagenomic sequencing, VLP</p><p>enrichment protocols greatly increased viral read yields from virus-rich samples</p><p>such as from stool and saliva. Three VLP enrichment work flows were compared,</p><p>and each was found to have strengths and weaknesses. Four methods for DNA</p><p>amplification were compared, with three showing over-amplification of small</p><p>circular ssDNA viruses, most notably GenomiPhi. Studies of viral particle stability</p><p>in the presence of nuclease showed that most viral genomes were stable when</p><p>protected in viral particles, but phage MS2 RNA was unexpectedly labile under</p><p>some of the conditions tested. Comparison of Illumina 1000-cycle sequencing</p><p>versus 300-cycle sequencing showed that longer reads supported generation of</p><p>longer viral genome assemblies. Bacteriophage DNA can be modified by at least</p><p>12 different chemistries, raising the question of whether these modifications</p><p>might block recovery in virome analytical protocols. We tested bacteriophage T4 DNA modified with glucosyl-hydroxymethylcytosine (ghmC) and</p><p>hydroxymethylcytosine (hmC), and found that both were readily detected, though</p><p>the recovery of ghmC-modified DNA was reduced. These studies together with</p><p>published data help provide guidance for virome researchers optimizing</p><p>analytical protocols.

How this project entered the registry

Classified as human gut / stool / oral cavity / lower respiratory shotgun DNA metagenome of age unknown by opus_adjudicated with confidence 0.55. Assay shotgun_dna.

  • host study.description · “spiked the mock community into different human sample types”
  • body site study.description · “stool, saliva, oropharyngeal (OP) wash”
  • body site study.description · “bronchoalveolar lavage (BAL)”
Evidence examples (one per field × route)
samplefieldvaluerouteconf.sourcequote
SAMN52920662collection_date2025-05-01R10.90biosample.attribute:collection_date2025-05-01
SAMN52920662countryUSR10.90sample.attr.geo_loc_nameUSA: Pennsylvania, Philadelphia
SAMN52920662latitude39.9496R10.90biosample.attribute:lat_lon39.949628 N 75.195439 W
SAMN52920662location_localityPhiladelphiaR10.85biosample.attribute:geo_loc_nameUSA: Pennsylvania, Philadelphia
SAMN52920662location_regionPennsylvaniaR10.85biosample.attribute:geo_loc_nameUSA: Pennsylvania, Philadelphia
SAMN52920662longitude-75.1954R10.90biosample.attribute:lat_lon39.949628 N 75.195439 W
Sequencing

323 runs over 323 samples · mean 0.69 Gbp per run (median 0.33 Gbp, total 222.73 Gbp; 323 runs with a base count) · layout PAIRED 323 · platform ILLUMINA 323 · models NextSeq 2000 (323) · 12% of runs with a Sandpiper profile · first public 2025-10-27 – 2026-02-07

Authors (14)

Duan J first · Marques AD · Hogenauer M · Hwang Y · Zhang Y · Timperman A · Higgins S · Wilson NG · Fitts EA · Lim HK · Bittinger K · Moustafa AM · Collman RG · Bushman FD last

Help complete this project

3 of the 4 core fields are below 50% coverage: age_category, health_condition, subject_id. Share metadata

Downloads

PRJNA1348896.csv.gz (7.8 KB) · parquet (80.9 KB) — all 323 samples, every field with route and confidence · PRJNA1348896_determinations.csv.gz (10.4 KB) — 1,938 evidence rows

Samples (323 · every field this project has values for · hover a cell for its source)
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