Home › Studies › PRJEB17632
PRJEB17632 ERP019502

Gut microbiome in Kazakh adults, cross-sectional study

Subspecies in the global human gut microbiome

283 fecal metagenome samples from Kazakhstan and Germany, cross-sectional design comparing Kazakh donors (healthy and metabolic syndrome subjects) with other populations. machine-written summary

283 samples · 2,241 runs · KZ, DE · Age unknown · 2017 · 5.52 Gbp / sample

Sources
✓Sequence archive 1,981✓Abstract / description 4✓Full text 283✓Supplementary tables 148✓External resources 956–User contribution–Human verified

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

what each source gave
✓ Sequence archive1,981 sample values (collection date, country, latitude, location region, longitude, subject id, timepoint)
✓ Abstract / description4 sample values (health condition detail)
✓ Full text283 sample values (antibiotic exposure) · PMC10154212, PMC10810176, PMC10904984, PMC13098223, PMC13269251, PMC5740502, PMC6067398, PMC7298543, PMC8288446, PMC8846514, PMC9387673, PMC9723573
✓ Supplementary tables148 sample values (family id, family role)
✓ External resources956 sample values (bmi, health condition, health condition detail, sex) · from curatedMetagenomicData 3 (cMD 3)
– User contributionnothing uploaded yet
– Human verifiednot yet checked by a person · I checked this project — verify it
Samples at a glance
2 sampling locations · 2 countries
Age
unknown283
Condition
healthy_control279
Sex
female131
male99
Country
KZ172
DE111
Body site
primary283
Collected 2011–2015
2011: 13 samples2012: 11 samples2013: 60 samples2014: 83 samples2015: 116 samples20112015
Sequencing depth per sample · this project all projects
all projects, 0–0.03 Gbp: 25,080 samples (4 %)this project, 0–0.03 Gbp: 1 samplesall projects, 0.03–0.1 Gbp: 17,066 samples (3 %)all projects, 0.1–0.3 Gbp: 29,179 samples (5 %)all projects, 0.3–1 Gbp: 47,044 samples (8 %)this project, 0.3–1 Gbp: 1 samplesall projects, 1–3 Gbp: 124,983 samples (22 %)this project, 1–3 Gbp: 13 samplesall projects, 3–10 Gbp: 253,728 samples (44 %)this project, 3–10 Gbp: 264 samplesall projects, 10–30 Gbp: 72,533 samples (13 %)this project, 10–30 Gbp: 4 samplesall 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 5.52 Gbp per sample0130Gbp
Sampling design and relatedness

longitudinalfamiliesmother–infantparent–childpartners / couples

107 of 117 people sampled more than once (273 samples; median 2, up to 12 per person) · follow-up median 3 mo (max 2.5 y) · median interval between samples 3 mo (time from collection dates). Schedule stated by the source: “Same donors sampled in autumn and winter (two seasonal timepoints)” (time origin: enrolment).

alienalien (father): day 0alien (father): day 32alien (father): day 37alien (father): day 173alien (father): day 277alien (father): day 281alien (father): day 283alien (father): day 295alien (father): day 298alien (father): day 302alien (father): day 304alien (father): day 316donald1donald1 (father): day 0donald1 (father): day 7donald1 (father): day 30donald2donald2 (mother): day 0donald2 (mother): day 7donald2 (mother): day 30donald3donald3 (child): day 0donald3 (child): day 7donald3 (child): day 30donald4donald4 (child): day 0donald4 (child): day 7donald4 (child): day 30donald5donald5 (child): day 0donald5 (child): day 7donald5 (child): day 30mickey1mickey1 (father): day 0mickey1 (father): day 7mickey1 (father): day 30mickey2mickey2 (mother): day 0mickey2 (mother): day 7mickey2 (mother): day 30mickey3mickey3 (child): day 0mickey3 (child): day 7mickey3 (child): day 30mickey4mickey4 (child): day 0mickey4 (child): day 7mickey4 (child): day 30mickey5mickey5 (child): day 0mickey5 (child): day 7mickey5 (child): day 30peacemakerpeacemaker (father): day 0peacemaker (father): day 0peacemaker (father): day 2peacemaker (father): day 6peacemaker (father): day 60peacemaker (father): day 392peacemaker (father): day 392peacemaker (father): day 392peacemaker (father): day 773peacemaker (father): day 918pluto1pluto1 (father): day 0pluto1 (father): day 7pluto1 (father): day 30pluto2pluto2 (mother): day 0pluto2 (mother): day 7pluto2 (mother): day 30pluto3pluto3 (child): day 0pluto3 (child): day 7pluto3 (child): day 30pluto4pluto4 (child): day 0pluto4 (child): day 7pluto4 (child): day 300 d8 mo15 mo23 mo2.5 y

Each row is one person (16 shown of 107); dots are samples at days since that person's first sample; rows of one family are adjacent and coloured by role (mother, father, child, twin).

German families: 6 mothers, 6 fathers, 14 children (6 families; Kazakh cohort unrelated) · 6 families with 26 sampled people (6 with a parent and a child).

motherMfatherFchildCchildC
4 × mother + father + child×2
motherMfatherFchildCchildCchildC
2 × mother + father + child×3
family alienalien — father · 12 samplesFalienalien2 — mother · 1 sampleMalien2alien3 — child · 1 sampleCalien3alien4 — child · 1 sampleCalien4
family donalddonald1 — father · 3 samplesF1donald2 — mother · 3 samplesM2donald3 — child · 3 samplesC3donald4 — child · 3 samplesC4donald5 — child · 3 samplesC5donald…
family peacemakerpeacemaker — father · 10 samplesFpeacemaker2 — mother · 1 sampleMpeacemaker3 — child · 1 sampleCpeacemaker4 — child · 1 sampleC
family mickeymickey1 — father · 3 samplesF1mickey2 — mother · 3 samplesM2mickey3 — child · 3 samplesC3mickey4 — child · 3 samplesC4mickey5 — child · 3 samplesC5mickey…
family plutopluto1 — father · 3 samplesF1pluto2 — mother · 3 samplesM2pluto3 — child · 3 samplesC3pluto4 — child · 3 samplesC4pluto…
family thistlethistle1 — father · 1 sampleF1thistle2 — mother · 1 sampleM2thistle3 — child · 1 sampleC3thistle4 — child · 1 sampleC4thistle…

motherfatherchild · circles are people (pale = no sequenced sample), arrows run donor → recipient and parent → child, curved lines join twins, partners and siblings, squares are shared settings or families without recorded roles. Shown: 6 families. 117 people in the project overall.

Families (6)
familymemberssamples
alienmother + father + child×2SAMEA4545452 · SAMEA4545453 · SAMEA4545454 · SAMEA4545455 · SAMEA4545456 · SAMEA4545457 · SAMEA4545458 · SAMEA4545459 · SAMEA4545460 · SAMEA4545461 · SAMEA4545462 · SAMEA4545463
donaldmother + father + child×3SAMEA4545487 · SAMEA4545488 · SAMEA4545489 · SAMEA4545490 · SAMEA4545491 · SAMEA4545492 · SAMEA4545493 · SAMEA4545494 · SAMEA4545495 · SAMEA4545496 · SAMEA4545497 · SAMEA4545498
mickeymother + father + child×3SAMEA4545508 · SAMEA4545509 · SAMEA4545510 · SAMEA4545511 · SAMEA4545512 · SAMEA4545513 · SAMEA4545514 · SAMEA4545515 · SAMEA4545516 · SAMEA4545517 · SAMEA4545518 · SAMEA4545519
peacemakermother + father + child×2SAMEA4545523 · SAMEA4545524 · SAMEA4545525 · SAMEA4545526 · SAMEA4545527 · SAMEA4545528 · SAMEA4545529 · SAMEA4545530 · SAMEA4545531 · SAMEA4545532 · SAMEA4545533 · SAMEA4545534
plutomother + father + child×2SAMEA4545536 · SAMEA4545537 · SAMEA4545538 · SAMEA4545539 · SAMEA4545540 · SAMEA4545541 · SAMEA4545542 · SAMEA4545543 · SAMEA4545544 · SAMEA4545545 · SAMEA4545546 · SAMEA4545547
thistlemother + father + child×2SAMEA4545554 · SAMEA4545555 · SAMEA4545556 · SAMEA4545557

How longitudinal and relatedness information is derived

Community composition
Prevotella 16.6%Faecalibacterium 6.2%Phocaeicola 5.9%Bacteroides 5.5%Roseburia 4.8%Alistipes 2.4%Lachnospira 2.3%Vescimonas 2.0%Ruminococcoides 1.6%Dialister 1.5%Parabacteroides 1.3%Bifidobacterium 1.2%not assigned to a genus 11.3%other genera 37.5%

Genera, mean relative abundance over 243 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%
country283 100%283
health_condition279 99%279
subject_id283 100%283
antibiotic_exposure283 100%283
collection_date283 100%283
detailed_location283 100%
health_condition_detail283 100%2794
latitude283 100%283
location_region283 100%283
longitude283 100%283
timepoint_label283 100%283
sex230 81%230
bmi168 59%168
family_id74 26%74
family_role74 26%74
Papers (12)
7 more
  • Gut microbiota insights into human adaption to high-plateau diet. 2022 PMID 35989883 PMC9387673
  • Effects of laboratory domestication on the rodent gut microbiome. 2021 PMID 36747007 PMC9723573
  • Toward an improved definition of a healthy microbiome for healthy aging. 2022 PMID 37118093 PMC10154212
  • Meta-analysis reveals obesity associated gut microbial alteration patterns and reproducible contributors of functional shift. 2024 PMID 38265338 PMC10810176
  • The gut microbiome of Baka forager-horticulturalists from Cameroon is optimized for wild plant foods. 2024 PMID 38433907 PMC10904984
  • The chicken gut virome: spatial structuring and extensive diversity of 19,778 viral populations. 2026 PMID 41910132 PMC13098223
  • Strain transmission links human microbiomes along the oral-gut axis and across cohabiting individuals. 2026 PMID 42312244 PMC13269251
Details
Archive description

While population stratification has been extensively studied and quantified in sexually reproducing species, it has been only anecdotally described in others. Here, we conducted a large-scale survey of population stratification in prokaryotic species, sampled from their natural habitat, without isolation or cultivation biases. We surveyed the variation landscape of 71 prevalent microbial species in 2144 human fecal metagenomes, and show that in 44 of these, accounting for 72% of the total assigned microbial abundance, single nucleotide variation can be clustered and stratified into sub-populations (termed subspecies). Individuals are usually dominated by only one such subspecies (per species), as expected of closely related organisms from ecological theory. Geographical dispersal patterns differ between phyla, with Firmicutes subspecies being significantly more geographically restricted. To demonstrate the functional significance of the delineated subspecies, we performed a metagenomic analysis, independent of reference genomes, of the gene content that consistently differs between conspecific subspecies, allowing us to associate groups of genes to properties of the microbial community and to the host. For example, some Eubacterium rectale subspecies specifically harbor an accessory pro-inflammatory flagellum operon that is associated with lower gut community diversity, higher host BMI and higher blood fasting insulin levels. Taken together, subspecies are a natural taxonomic level in prokaryotes and facilitate the functional and ecological understanding of the human gut microbiome in conjunction with its host.

How this project entered the registry

Classified as human gut / stool shotgun DNA metagenome of age unknown by sonnet_x2 with confidence 0.85. Assay shotgun_dna.

  • host run.scientific_name · “Homo sapiens”
  • body site study.title · “human gut microbiome”
  • body site study.description · “2144 human fecal metagenomes”
Evidence examples (one per field × route)
samplefieldvaluerouteconf.sourcequote
SAMEA4545280antibiotic_exposurenoR30.60paper.fulltext.resultsAntibiotic use in the last 3 months was an exclusion criterion
SAMEA4545280bmi23.62R20.75external.cmd sourcebmi: 23.62
SAMEA4545280collection_date2015-01-19R10.90biosample.attribute:collection_date2015-01-19
SAMEA4545280countryKZR10.90sample.attr.geographic_location_country_and_or_seaKazakhstan
SAMEA4545452family_idalienR20.85paper.supp.41586_2022_5620_MOESM3_ESM.xlsx[Table S2!familyID]subjectID alien familyID alien
SAMEA4545452family_rolefatherR20.85paper.supp.41586_2022_5620_MOESM3_ESM.xlsx[Table S2!father_subjectID]subjectID alien role derived from father_subjectID
SAMEA4545280health_conditionhealthy_controlR20.75external.cmd sourcedisease: Healthy
SAMEA4545280health_condition_detailHealthyR20.75external.cmd sourcedisease: Healthy
SAMEA4545452health_condition_detailmixed_case_control: Study is a large-scale survey of population stratification across 71 microbial species in fecal sampR40.30study.description2144 human fecal metagenomes
SAMEA4545280latitude51.1605R10.90biosample.attribute:geographic_location_latitude+geographic_location_longitude51.1605 71.4704
SAMEA4545280location_regionAstana QalasyR10.60biosample.attribute:geographic_location_latitude+geographic_location_longitude51.1605 71.4704
SAMEA4545280longitude71.4704R10.90biosample.attribute:geographic_location_latitude+geographic_location_longitude51.1605 71.4704
SAMEA4545280sexfemaleR20.75external.cmd sourcesex: Female
SAMEA4545280subject_id713A002R10.70sample.name_rule:title713A002-11-0-0
SAMEA4545280timepoint_label0R10.70sample.name_rule:title713A002-11-0-0
Sequencing

2,241 runs over 283 samples · mean 0.70 Gbp per run (median 0.30 Gbp, total 1,569.84 Gbp; 2,241 runs with a base count) · layout PAIRED 1,122, SINGLE 1,119 · platform ILLUMINA 2,241 · models Illumina HiSeq 2000 (2,241) · 36% of runs with a Sandpiper profile · first public 2017-12-01

Authors (46)

Abdill RJ first · Adamowicz EM · Blekhman R last · Huang Y first · Liu J · Tun HM · Stanton C · Chen T · El-Nezami H · Wei H · Wang M · Wu Q last · Orihara K first · Yahagi K · Saito Y · Watanabe Y · Sasai T · Hara T · Tsukuda N · Oki K · Fujimoto J · Matsuki T last · Chanda D first · De D last · Sáenz JS first · Yergaliyev T · Rios-Galicia B · Seifert J · Camarinha-Silva A last · Heidrich V first · Fackelmann G · Ricci L · Spadazzi R · Baldanzi G · Punčochář M · Catassi G · Marchi P · Modesto M · Piccinno G · Porcari S · Rondinella D · Asnicar F · Valles-Colomer M · Mattarelli P · Ianiro G · Segata N last

Downloads

PRJEB17632.csv.gz (9.5 KB) · parquet (84.2 KB) — all 283 samples, every field with route and confidence · PRJEB17632_determinations.csv.gz (31.1 KB) — 3,372 evidence rows

Samples (283 · every field this project has values for · hover a cell for its source)
Loading the sample table…