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PRJEB41102 ERP124836

Longitudinal gut metagenomes in German adults and infants

Analysis of human fecal metagenomes from adults and infants, to investigate strain persistance, dispersal and purifying selection of bacterial strains.

286 faecal metagenome samples from adults and infants in Germany, collected longitudinally to study gut bacterial strain persistence, dispersal and purifying selection. machine-written summary

286 samples · 807 runs · DE · Infant / toddler · 2020 · 7.28 Gbp / sample

Sources
✓Sequence archive 1,576○Abstract / description✓Full text 858✓Supplementary tables 83–External resources–User contribution–Human verified

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

what each source gave
✓ Sequence archive1,576 sample values (age, collection date, country, family role, sex, subject id)
○ Abstract / descriptionread; no usable statement
✓ Full text858 sample values (antibiotic exposure, preterm status, probiotic exposure) · PMC11019788, PMC12769767
✓ Supplementary tables83 sample values (subject id, timepoint)
– External resourcesnot covered by the external resources we ingest
– User contributionnothing uploaded yet
– Human verifiednot yet checked by a person · I checked this project — verify it
Samples at a glance
1 country
Age
adult227
child27
infant27
neonate3
adolescent2
Sex
male173
female83
Country
DE286
Body site
primary286
Collected 2011–2017
2011: 30 samples2012: 41 samples2013: 61 samples2014: 36 samples2015: 90 samples2016: 23 samples2017: 5 samples20112017
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: 8 samplesall projects, 3–10 Gbp: 253,728 samples (44 %)this project, 3–10 Gbp: 245 samplesall projects, 10–30 Gbp: 72,533 samples (13 %)this project, 10–30 Gbp: 26 samplesall projects, 30–100 Gbp: 3,024 samples (1 %)this project, 30–100 Gbp: 5 samplesall projects, 100–300 Gbp: 106 samples (0 %)all projects, ≥ 300 Gbp: 9 samples (0 %)project median 7.28 Gbp per sample0130Gbp
Sampling design and relatedness

longitudinalfamilies — not resolvedfather–child — not resolvedparent–child — not resolved

25 of 54 people sampled more than once (256 samples; median 7, up to 41 per person) · follow-up median 2.0 y (max 5.0 y) · median interval between samples 12 mo (time from age at collection). Schedule stated by the source: “Longitudinally-collected adult and infant faecal samples across multiple collection years (2011-2017) and repeated age_at_collection_days per subject (e.g. HD.S1 at 17532, 17897, 18628 days).”.

HD.S1HD.S1: day 0HD.S1: day 0HD.S1: day 0HD.S1: day 0HD.S1: day 0HD.S1: day 365HD.S1: day 365HD.S1: day 365HD.S1: day 365HD.S1: day 365HD.S1: day 365HD.S1: day 365HD.S1: day 365HD.S1: day 730HD.S1: day 730HD.S1: day 730HD.S1: day 730HD.S1: day 730HD.S1: day 730HD.S1: day 1096HD.S1: day 1096HD.S1: day 1096HD.S1: day 1096HD.S1: day 1096HD.S1: day 1096HD.S1: day 1096HD.S1: day 1096HD.S1: day 1096HD.S1: day 1096HD.S1: day 1096HD.S1: day 1096HD.S1: day 1096HD.S1: day 1096HD.S1: day 1096HD.S1: day 1096HD.S1: day 1096HD.S1: day 1096HD.S1: day 1096HD.S1: day 1096HD.S1: day 1096HD.S1: day 1096HD.S13HD.S13: day 0HD.S13: day 730HD.S13: day 730HD.S13: day 730HD.S14HD.S14: day 0HD.S14: day 0HD.S14: day 0HD.S14: day 0HD.S14: day 365HD.S15HD.S15: day 0HD.S15: day 0HD.S15: day 0HD.S15: day 0HD.S15: day 0HD.S15: day 0HD.S15: day 0HD.S15: day 365HD.S15: day 1096HD.S19HD.S19: day 0HD.S19: day 0HD.S19: day 0HD.S19: day 0HD.S19: day 0HD.S19: day 0HD.S19: day 0HD.S19: day 365HD.S19: day 365HD.S19: day 365HD.S19: day 365HD.S19: day 365HD.S19: day 365HD.S19: day 365HD.S19: day 365HD.S19: day 365HD.S19: day 365HD.S19: day 365HD.S19: day 365HD.S19: day 731HD.S19: day 731HD.S19: day 1461HD.S19: day 1461HD.S19: day 1826HD.S19: day 1826HD.S2HD.S2: day 0HD.S2: day 731HD.S2: day 731HD.S2: day 731HD.S2: day 731HD.S2: day 731HD.S2: day 731HD.S29HD.S29: day 0HD.S29: day 0HD.S29: day 0HD.S29: day 0HD.S29: day 0HD.S29: day 0HD.S29: day 0HD.S29: day 0HD.S29: day 0HD.S29: day 0HD.S29: day 0HD.S29: day 0HD.S29: day 0HD.S29: day 0HD.S29: day 0HD.S29: day 365HD.S3HD.S3: day 0HD.S3: day 730HD.S3: day 730HD.S3: day 730HD.S3: day 730HD.S3: day 730HD.S3: day 730HD.S3: day 730HD.S3: day 1461HD.S32HD.S32: day 0HD.S32: day 0HD.S32: day 0HD.S32: day 0HD.S32: day 365HD.S32: day 365HD.S32: day 365HD.S32: day 365HD.S32: day 365HD.S32: day 365HD.S32: day 730HD.S34HD.S34: day 0HD.S34: day 0HD.S34: day 0HD.S34: day 0HD.S34: day 0HD.S34: day 0HD.S34: day 0HD.S34: day 365HD.S34: day 365HD.S34: day 365HD.S34: day 365HD.S34: day 365HD.S34: day 365HD.S34: day 365HD.S34: day 365HD.S34: day 365HD.S34: day 366HD.S34: day 366HD.S34: day 731HD.S34: day 731HD.S34: day 1096HD.S34: day 1096HD.S34: day 1096HD.S34: day 1096HD.S34: day 1096HD.S34: day 1096HD.S34: day 1096HD.S34: day 1096HD.S34: day 1096HD.S34: day 1096HD.S34: day 1461HD.S34: day 1461HD.S34: day 1461HD.S34: day 1461HD.S34: day 1461HD.S34: day 1461HD.S34: day 1461HD.S34: day 1461HD.S34: day 1461HD.S35HD.S35: day 0HD.S35: day 0HD.S35: day 0HD.S35: day 0HD.S35: day 0HD.S35: day 0HD.S35: day 0HD.S35: day 0HD.S35: day 0HD.S35: day 0HD.S35: day 0HD.S35: day 365HD.S35: day 365HD.S35: day 365HD.S35: day 366HD.S36HD.S36: day 0HD.S36: day 0HD.S36: day 0HD.S36: day 0HD.S36: day 366HD.S36: day 366HD.S36: day 366HD.S36: day 366HD.S36: day 366HD.S36: day 366HD.S36: day 366HD.S36: day 366HD.S7HD.S7: day 0HD.S7: day 0HD.S7: day 0HD.S7: day 0HD.S7: day 0HD.S7: day 0HD.S7: day 365HD.S7: day 7300 d15 mo2.5 y3.7 y5.0 y

Each row is one person (13 shown of 25); dots are samples at days since that person's first sample.

Families of fathers, mothers and children (204 samples with host family relationship); family grouping key not in archive, so no family_id.

How longitudinal and relatedness information is derived

Community composition
Bacteroides 10.0%Phocaeicola 9.3%Faecalibacterium 8.3%Prevotella 7.6%Roseburia 6.0%Bifidobacterium 4.8%Lachnospira 3.6%Parabacteroides 2.9%Alistipes 2.9%Gemmiger 1.8%Vescimonas 1.4%Blautia_A 1.3%not assigned to a genus 6.8%other genera 33.2%

Genera, mean relative abundance over 273 profiled gut samples of this project (Sandpiper SingleM profiles, GTDB R232; low-depth and non-metagenome profiles left out).

Field coverage
fieldsamplescoverageR1R2R3R4
age_category286 100%
country286 100%286
health_condition0 0%
subject_id285 100%25827
age_at_collection_days286 100%286
antibiotic_exposure286 100%286
collection_date286 100%286
preterm_status286 100%286
probiotic_exposure286 100%286
sex256 90%256
family_role204 71%204
timepoint_label56 20%56
Papers (2)
  • Taxonomic and metabolic development of the human gut microbiome across life stages: a worldwide metagenomic investigation. PMID 38441032 PMC11019788 curated
  • Compiling an early life human gut microbiome atlas and identification of key microbial drivers. PMID 41350579 PMC12769767 curated
Details
Archive description

Some gut bacteria remain associated with their human host for years while others are rapidly displaced. To understand strain persistence and dispersal, we analysed gut bacteria from longitudinally-collected adult and infant faecal samples from 5,278 metagenomes we constructed 130,862 strain-resolved metagenomic species (sMGS), representing the 440 most prevalent gut commensals. Universally there was high strain persistence (mean annual survival rate: 95%). Bacterial persistence was greater in adults than infants, and strongly correlated to the colonisation of proximal hosts. Occasionally persistence was associated to even wider geographic neighbourhoods, typically at a regional scale (< 150 km radius). While vertical (parent-child) and horizontal (parent-parent) strain sharing was common among all phyla, highly persistent taxa were preferentially vertically shared. Bifidobacterium, Methanobrevibacter and Sutterella had the strongest family associations. Sporulation capacity and oxidative tolerance were negatively correlated with persistence, although the ability to sporulate increased family colonisation rate. Strain persistence correlated with fewer genetic bottlenecks and higher rates of purifying selection, indicating a decreased mutational burden.This data suggests that Firmicutes, often sporulation competent, have the most dynamic strain exchange and loss pattern, with less geographic restrictions, while Bacteroidota, like Prevotella and Bacteroides, have a key role in the gut colonization, as they are characterized by restricted dispersal, high family sharing and vertical transmission, and a higher resilience to strain exchanges during life and especially in the infant microbiome. We define here such species as “tenacious” commensals, which possess all the hallmarks of highly adapted species.

How this project entered the registry

Classified as human gut / stool shotgun DNA metagenome of infant / toddler and adult and child by deterministic_prior with confidence 0.90. Assay shotgun_dna.

  • host external_curation.infant_catalog · “infant triage verdict include”
  • body site study.title · “Analysis of human fecal metagenomes from adults”
  • body site study.description · “Some gut bacteria remain associated”
  • life stage external_curation.infant_catalog · “infant triage verdict include (0-3 y scope)”
  • life stage study.title · “from adults and infants , to investigate”
  • life stage study.title · “fecal metagenomes from adults and infants, to”
  • life stage study.description · “bacteria from longitudinally-collected adult and infant faecal”
  • life stage study.description · “While vertical (parent- child ) and horizontal”
Evidence examples (one per field × route)
samplefieldvaluerouteconf.sourcequote
SAMEA7519141age_at_collection_days5113.5R10.90biosample.attribute:host_agehost_age: 14
SAMEA7519143age_at_collection_days17532R10.85sample.attr.host_age48
SAMEA7519221age_at_collection_days0R10.90biosample_attr0
SAMEA7519141antibiotic_exposurenoR30.40paper.fulltext.methodsreceived antibiotic or probiotic treatment at the time of sampling were excluded
SAMEA7519141collection_date2013R10.85biosample.attribute:collection date2013
SAMEA7519141countryDER10.90biosample_attrGermany
SAMEA7519141family_rolechildR10.85biosample.attribute:host family relationshipChild
SAMEA7519141preterm_statustermR30.40paper.fulltext.abstracthealthy, full-term infants
SAMEA7519141probiotic_exposurenoR30.40paper.fulltext.methodsreceived antibiotic or probiotic treatment at the time of sampling were excluded
SAMEA7519141sexmaleR10.90biosample_attrmale
SAMEA7519239sexmaleR10.90biosample.attribute:host_sexhost_sex: male
SAMEA7519143subject_idHD.S1R10.70sample.name_rule:TITLESample MM1 from subject HD.S1
SAMEA7519141subject_idERR4794619R20.75paper.supp.tableSample=ERR4794619
SAMEA7519141timepoint_label11 yr - 17 yrR20.75paper.supp.tableAGE GROUP G12=11 yr - 17 yr
Sequencing

807 runs over 286 samples · mean 2.88 Gbp per run (median 1.79 Gbp, total 2,324.04 Gbp; 807 runs with a base count) · layout PAIRED 807 · platform ILLUMINA 807 · models Illumina HiSeq 2500 (619), Illumina HiSeq 4000 (145), Illumina HiSeq 2000 (43) · 89% of runs with a Sandpiper profile · first public 2020-11-04

Authors (24)

Mancabelli L first · Milani C · De Biase R · Bocchio F · Fontana F · Lugli GA · Alessandri G · Tarracchini C · Viappiani A · De Conto F · Nouvenne A · Ticinesi A · Bussolati O · Meschi T · Cecchi R · Turroni F · Ventura M last · Longhi G · Gennaioli E · Muscò A · Rizzo SM · Vitale SG · Angioni S · van Sinderen D

Downloads

PRJEB41102.csv.gz (9.3 KB) · parquet (83.0 KB) — all 286 samples, every field with route and confidence · PRJEB41102_determinations.csv.gz (18.4 KB) — 2,517 evidence rows

Samples (286 · every field this project has values for · hover a cell for its source)
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