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PRJNA698223 SRP304988

Gut microbiome in international travelers, Cusco, Peru

TD Cusco travelers study

993 longitudinal stool samples from international travelers in Cusco, Peru, studying effects of travel and diarrhea/GI infection on gut microbiome and resistome dynamics. machine-written summary

993 samples · 993 runs · PE · Adult · 2022 · 1.36 Gbp / sample

Sources
✓Sequence archive 8,036✓Abstract / description 735✓Full text 993✓Supplementary tables 1,812✓External resources 394–User contribution–Human verified

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

what each source gave
✓ Sequence archive8,036 sample values (age, antibiotic exposure, collection date, country, health condition, health condition detail, latitude, location locality)
✓ Abstract / description735 sample values (health condition detail)
✓ Full text993 sample values (location site) · PMC9722912
✓ Supplementary tables1,812 sample values (antibiotic exposure, health condition, health condition detail, medication, timepoint)
✓ External resources394 sample values (health condition, health condition detail) · from Meta2DB (LLNL)
– 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
adult989
elderly4
Condition
healthy_control191
gi_infection_or_diarrhoea138
other_disease107
Sex
female446
male264
Country
PE384
Body site
primary993
Collected 2012–2016
2012: 474 samples2013: 300 samples2014: 119 samples2015: 98 samples2016: 2 samples20122016
Sequencing depth per sample · this project all projects
all projects, 0–0.03 Gbp: 25,080 samples (4 %)this project, 0–0.03 Gbp: 71 samplesall projects, 0.03–0.1 Gbp: 17,066 samples (3 %)this project, 0.03–0.1 Gbp: 65 samplesall projects, 0.1–0.3 Gbp: 29,179 samples (5 %)this project, 0.1–0.3 Gbp: 79 samplesall projects, 0.3–1 Gbp: 47,044 samples (8 %)this project, 0.3–1 Gbp: 117 samplesall projects, 1–3 Gbp: 124,983 samples (22 %)this project, 1–3 Gbp: 630 samplesall projects, 3–10 Gbp: 253,728 samples (44 %)this project, 3–10 Gbp: 31 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 1.36 Gbp per sample0130Gbp
! Self-contradictory metadata

country: sequence archive and supplementary table disagree for 609 samples (e.g. PE vs US) — withheld.

The sources disagree on 609 samples. Where two incompatible values exist for one sample (or one person's samples disagree on sex), neither value is published: the field is left empty here, in the sample sheet and in the downloads. Both sides, with their sources, are in gut_metadata_contradictions.parquet of the data package (what counts as a contradiction).

Contradicted values (40 of 609)
samplefieldvalueother valuehandling
SAMN17772725countryPE (sequence archive)US (supplementary table)withheld: neither value published
SAMN17772726countryPE (sequence archive)US (supplementary table)withheld: neither value published
SAMN17772727countryPE (sequence archive)US (supplementary table)withheld: neither value published
SAMN17772728countryPE (sequence archive)US (supplementary table)withheld: neither value published
SAMN17772729countryPE (sequence archive)US (supplementary table)withheld: neither value published
SAMN17772730countryPE (sequence archive)US (supplementary table)withheld: neither value published
SAMN17772731countryPE (sequence archive)US (supplementary table)withheld: neither value published
SAMN17772732countryPE (sequence archive)US (supplementary table)withheld: neither value published
SAMN17772733countryPE (sequence archive)US (supplementary table)withheld: neither value published
SAMN17772734countryPE (sequence archive)US (supplementary table)withheld: neither value published
SAMN17772735countryPE (sequence archive)US (supplementary table)withheld: neither value published
SAMN17772736countryPE (sequence archive)US (supplementary table)withheld: neither value published
SAMN17772737countryPE (sequence archive)US (supplementary table)withheld: neither value published
SAMN17772738countryPE (sequence archive)US (supplementary table)withheld: neither value published
SAMN17772739countryPE (sequence archive)US (supplementary table)withheld: neither value published
SAMN17772740countryPE (sequence archive)US (supplementary table)withheld: neither value published
SAMN17772741countryPE (sequence archive)US (supplementary table)withheld: neither value published
SAMN17772742countryPE (sequence archive)US (supplementary table)withheld: neither value published
SAMN17772743countryPE (sequence archive)US (supplementary table)withheld: neither value published
SAMN17772744countryPE (sequence archive)US (supplementary table)withheld: neither value published
SAMN17772745countryPE (sequence archive)US (supplementary table)withheld: neither value published
SAMN17772746countryPE (sequence archive)US (supplementary table)withheld: neither value published
SAMN17772747countryPE (sequence archive)US (supplementary table)withheld: neither value published
SAMN17772748countryPE (sequence archive)US (supplementary table)withheld: neither value published
SAMN17772749countryPE (sequence archive)US (supplementary table)withheld: neither value published
SAMN17772750countryPE (sequence archive)US (supplementary table)withheld: neither value published
SAMN17772751countryPE (sequence archive)US (supplementary table)withheld: neither value published
SAMN17772752countryPE (sequence archive)US (supplementary table)withheld: neither value published
SAMN17772753countryPE (sequence archive)US (supplementary table)withheld: neither value published
SAMN17772754countryPE (sequence archive)US (supplementary table)withheld: neither value published
SAMN17772755countryPE (sequence archive)US (supplementary table)withheld: neither value published
SAMN17772756countryPE (sequence archive)US (supplementary table)withheld: neither value published
SAMN17772757countryPE (sequence archive)US (supplementary table)withheld: neither value published
SAMN17772758countryPE (sequence archive)US (supplementary table)withheld: neither value published
SAMN17772759countryPE (sequence archive)US (supplementary table)withheld: neither value published
SAMN17772760countryPE (sequence archive)US (supplementary table)withheld: neither value published
SAMN17772761countryPE (sequence archive)US (supplementary table)withheld: neither value published
SAMN17772762countryPE (sequence archive)US (supplementary table)withheld: neither value published
SAMN17772763countryPE (sequence archive)US (supplementary table)withheld: neither value published
SAMN17772764countryPE (sequence archive)US (supplementary table)withheld: neither value published
Sampling design and relatedness

longitudinal

148 of 159 people sampled more than once (699 samples; median 4, up to 22 per person) · follow-up median 24 d (max 5 mo) · median interval between samples 7 d (time from collection dates).

TD0002TD0002: day 0TD0002: day 8TD0002: day 17TD0002: day 22TD0002: day 30TD0002: day 37TD0002: day 42TD0002: day 51TD0002: day 56TD0004TD0004: day 0TD0004: day 8TD0004: day 14TD0004: day 22TD0004: day 28TD0004: day 35TD0004: day 43TD0004: day 51TD0004: day 66TD0004: day 71TD0004: day 72TD0004: day 86TD0005TD0005: day 0TD0005: day 7TD0005: day 13TD0005: day 22TD0005: day 28TD0005: day 35TD0005: day 48TD0005: day 51TD0005: day 64TD0005: day 79TD0005: day 84TD0006TD0006: day 0TD0006: day 4TD0006: day 14TD0006: day 21TD0006: day 29TD0006: day 34TD0006: day 43TD0006: day 48TD0006: day 61TD0006: day 67TD0006: day 75TD0006: day 90TD0006: day 95TD0006: day 104TD0006: day 111TD0006: day 120TD0006: day 127TD0006: day 132TD0006: day 141TD0006: day 147TD0006: day 152TD0006: day 159TD0035TD0035: day 0TD0035: day 6TD0035: day 14TD0035: day 29TD0035: day 34TD0035: day 49TD0035: day 56TD0035: day 63TD0035: day 69TD0035: day 77TD0035: day 83TD0037TD0037: day 0TD0037: day 18TD0037: day 25TD0037: day 31TD0037: day 32TD0037: day 46TD0038TD0038: day 0TD0038: day 3TD0038: day 11TD0038: day 19TD0038: day 27TD0038: day 35TD0038: day 39TD0038: day 45TD0038: day 54TD0038: day 61TD0041TD0041: day 0TD0041: day 2TD0041: day 8TD0041: day 15TD0041: day 23TD0041: day 29TD0041: day 35TD0041: day 42TD0041: day 54TD0041: day 55TD0041: day 65TD0042TD0042: day 0TD0042: day 10TD0042: day 28TD0042: day 39TD0042: day 49TD0042: day 67TD0046TD0046: day 0TD0046: day 6TD0046: day 11TD0046: day 18TD0046: day 23TD0046: day 33TD0046: day 35TD0046: day 38TD0047TD0047: day 0TD0047: day 8TD0047: day 15TD0047: day 29TD0047: day 47TD0047: day 70TD0047: day 74TD0050TD0050: day 0TD0050: day 7TD0050: day 21TD0050: day 30TD0050: day 36TD0050: day 41TD0052TD0052: day 0TD0052: day 9TD0052: day 14TD0052: day 37TD0052: day 47TD0052: day 55TD0052: day 65TD0052: day 70TD0052: day 91TD0052: day 103TD0052: day 113TD0052: day 119TD0078TD0078: day 0TD0078: day 6TD0078: day 8TD0078: day 15TD0078: day 20TD0078: day 26TD0078: day 36TD0083TD0083: day 0TD0083: day 1TD0083: day 6TD0083: day 13TD0083: day 20TD0083: day 26TD0083: day 29TD0084TD0084: day 0TD0084: day 6TD0084: day 16TD0084: day 22TD0084: day 28TD0084: day 34TD0084: day 41TD0086TD0086: day 0TD0086: day 7TD0086: day 24TD0086: day 28TD0086: day 35TD0086: day 41TD0086: day 48TD0098TD0098: day 0TD0098: day 9TD0098: day 17TD0098: day 34TD0098: day 38TD0098: day 45TD0099TD0099: day 0TD0099: day 14TD0099: day 24TD0099: day 28TD0099: day 31TD0099: day 43TD0101TD0101: day 0TD0101: day 2TD0101: day 10TD0101: day 21TD0101: day 25TD0101: day 30TD0101: day 38TD0103TD0103: day 0TD0103: day 3TD0103: day 3TD0103: day 17TD0103: day 22TD0103: day 28TD0103: day 33TD0152TD0152: day 0TD0152: day 8TD0152: day 17TD0152: day 23TD0152: day 29TD0152: day 37TD0171TD0171: day 0TD0171: day 7TD0171: day 12TD0171: day 21TD0171: day 28TD0171: day 35TD0171: day 41TD0194TD0194: day 0TD0194: day 14TD0194: day 18TD0194: day 19TD0194: day 29TD0194: day 40TD0209TD0209: day 0TD0209: day 15TD0209: day 22TD0209: day 29TD0209: day 32TD0209: day 42TD0209: day 47TD0209: day 55TD0209: day 90TD0213TD0213: day 0TD0213: day 11TD0213: day 21TD0213: day 28TD0213: day 34TD0213: day 39TD0213: day 46TD0213: day 60TD0216TD0216: day 0TD0216: day 8TD0216: day 19TD0216: day 22TD0216: day 26TD0216: day 34TD0216: day 41TD0216: day 47TD0216: day 48TD0216: day 55TD0216: day 62TD0216: day 84TD0217TD0217: day 0TD0217: day 14TD0217: day 22TD0217: day 35TD0217: day 46TD0217: day 56TD0217: day 69TD0218TD0218: day 0TD0218: day 3TD0218: day 7TD0218: day 17TD0218: day 24TD0218: day 32TD0218: day 39TD0226TD0226: day 0TD0226: day 12TD0226: day 27TD0226: day 32TD0226: day 34TD0226: day 55TD0226: day 59TD0230TD0230: day 0TD0230: day 7TD0230: day 14TD0230: day 16TD0230: day 27TD0230: day 33TD0240TD0240: day 0TD0240: day 7TD0240: day 14TD0240: day 21TD0240: day 29TD0240: day 35TD0240: day 47TD0240: day 55TD0240: day 67TD0272TD0272: day 0TD0272: day 7TD0272: day 15TD0272: day 21TD0272: day 30TD0272: day 37TD0272: day 43TD0272: day 49TD0272: day 63TD0299TD0299: day 0TD0299: day 2TD0299: day 3TD0299: day 16TD0299: day 23TD0299: day 25TD0299: day 37TD0299: day 44TD0299: day 51TD0339TD0339: day 0TD0339: day 8TD0339: day 15TD0339: day 22TD0339: day 28TD0339: day 36TD0339: day 45TD0339: day 50TD0420TD0420: day 0TD0420: day 7TD0420: day 15TD0420: day 40TD0420: day 48TD0420: day 56TD0420: day 64TD0420: day 69TD0420: day 76TD0420: day 840 d40 d3 mo4 mo5 mo

Each row is one person (36 shown of 148); dots are samples at days since that person's first sample.

How longitudinal and relatedness information is derived

Community composition
Blautia_A 11.5%Roseburia 9.3%Faecalibacterium 5.9%Bifidobacterium 4.5%Mediterraneibacter 4.1%Ruminococcoides 3.7%Fusicatenibacter 3.5%Gemmiger 2.8%Anaerostipes 2.7%Collinsella 2.1%Bacteroides 2.1%Dorea_A 1.9%not assigned to a genus 11.3%other genera 34.7%

Genera, mean relative abundance over 641 profiled gut samples of this project (Sandpiper SingleM profiles, GTDB R232; low-depth and non-metagenome profiles left out).

Field coverage
fieldsamplescoverageR1R2R3R4
age_category993 100%
country384 39%384
health_condition436 44%137299
subject_id710 72%710
collection_date993 100%993
detailed_location993 100%
health_condition_detail993 100%137121735
latitude993 100%993
location_locality993 100%993
location_region993 100%993
location_site993 100%993
longitude993 100%993
antibiotic_exposure961 97%283678
age_at_collection_days710 72%710
sex710 72%710
medication674 68%674
timepoint_label434 44%434
Papers (1)
  • Impact of international travel and diarrhea on gut microbiome and resistome dynamics. 2022 PMID 36470885 PMC9722912 own_data
Details
Archive description

Understand the impact of international travel and diarrhea on gut microbiomes and resistomes dynamics

How this project entered the registry

Classified as human gut / stool mixed assays of adult by sonnet_x2 with confidence 0.60. Assay mixed.

  • host run.host_tax_id · “9606”
  • body site study.description · “gut microbiomes and resistomes dynamics”
  • life stage study.title · “TD Cusco travelers study”
Evidence examples (one per field × route)
samplefieldvaluerouteconf.sourcequote
SAMN17772725age_at_collection_days8035.5R10.85sample.attr.host_age22
SAMN31371967antibiotic_exposureyesR10.95biosample_attrAztreonam
SAMN17772725antibiotic_exposurenoR20.85paper.supp.41467_2022_34862_MOESM7_ESM.xlsx[SD06!Abx_dur_stay]No
SAMN17772725collection_date2012-06-25R10.90biosample.attribute:collection_date2012-06-25
SAMN17772836countryPER10.90sample.attr.geo_loc_namePeru: Cusco
SAMN17772733health_conditiongi_infection_or_diarrhoeaR10.85biosample.attribute:sample_typediarrhea
SAMN17772746health_conditionother_diseaseR20.70external.meta2db sourcegastroesophageal reflux disease
SAMN17772773health_conditionhealthy_controlR20.85paper.supp.41467_2022_34862_MOESM7_ESM.xlsx[SD11!Sample_code(A=Non-diarrhea, D=Diarrhea)]A
SAMN17772733health_condition_detaildiarrheaR10.85biosample.attribute:sample_typediarrhea
SAMN17772746health_condition_detailgastroesophageal reflux diseaseR20.70external.meta2db sourcegastroesophageal reflux disease
SAMN17772773health_condition_detailAR20.85paper.supp.41467_2022_34862_MOESM7_ESM.xlsx[SD11!Sample_code(A=Non-diarrhea, D=Diarrhea)]A
SAMN17772725health_condition_detailmixed_case_control: Travelers with diarrhea vs travelers without diarrheaR40.50paper.abstractdiarrheal and non-diarrheal samples
SAMN17772725latitude-13.5188R10.90biosample.attribute:lat_lon13.518840 S 71.975040 W
SAMN17772725location_localityCuscoR10.85biosample.attribute:geo_loc_namePeru: Cusco
SAMN17772725location_regionCuscoR10.60biosample.attribute:lat_lon13.518840 S 71.975040 W
SAMN17772725location_siteAmauta Spanish SchoolR30.70paper.fulltext.methodsenrolled at the Amauta Spanish School in Cusco
SAMN17772725longitude-71.9750R10.90biosample.attribute:lat_lon13.518840 S 71.975040 W
SAMN17772725medicationnone_reportedR20.75paper.supp.41467_2022_34862_MOESM7_ESM.xlsx[SD01!Medication_type]No
SAMN17772725sexmaleR10.90sample.attr.host_sexmale
SAMN17772725subject_idTD0002R10.85sample.attr.host_subject_idTD0002
SAMN17772725timepoint_label4 - 12R20.85paper.supp.41467_2022_34862_MOESM7_ESM.xlsx[SD22!days]4 - 12
Sequencing

993 runs over 993 samples · mean 1.23 Gbp per run (median 1.36 Gbp, total 1,218.40 Gbp; 993 runs with a base count) · layout PAIRED 993 · platform ILLUMINA 993 · models NextSeq 500 (993) · 65% of runs with a Sandpiper profile · first public 2022-10-25

Authors (13)

Boolchandani M first · Blake KS · Tilley DH · Cabada MM · Schwartz DJ · Patel S · Morales ML · Meza R · Soto G · Isidean SD · Porter CK · Simons MP · Dantas G last

Help complete this project

2 of the 4 core fields are below 50% coverage: country, health_condition. Share metadata

Downloads

PRJNA698223.csv.gz (31.6 KB) · parquet (114.0 KB) — all 993 samples, every field with route and confidence · PRJNA698223_determinations.csv.gz (89.3 KB) — 11,970 evidence rows

Samples (993 · every field this project has values for · hover a cell for its source)
Loading the sample table…