Longitudinal gut metagenomes in German adults and infants
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
Checked this project's papers and archive records yourself? Mark it human-verified.
what each source gave
| ✓ Sequence archive | 1,576 sample values (age, collection date, country, family role, sex, subject id) |
| ○ Abstract / description | read; no usable statement |
| ✓ Full text | 858 sample values (antibiotic exposure, preterm status, probiotic exposure) · PMC11019788, PMC12769767 |
| ✓ Supplementary tables | 83 sample values (subject id, timepoint) |
| – External resources | not covered by the external resources we ingest |
| – User contribution | nothing uploaded yet |
| – Human verified | not yet checked by a person · I checked this project — verify it |
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).”.
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.
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 | samples | coverage | R1 | R2 | R3 | R4 |
|---|---|---|---|---|---|---|
| age_category | 286 | 100% | ||||
| country | 286 | 100% | 286 | |||
| health_condition | 0 | 0% | ||||
| subject_id | 285 | 100% | 258 | 27 | ||
| age_at_collection_days | 286 | 100% | 286 | |||
| antibiotic_exposure | 286 | 100% | 286 | |||
| collection_date | 286 | 100% | 286 | |||
| preterm_status | 286 | 100% | 286 | |||
| probiotic_exposure | 286 | 100% | 286 | |||
| sex | 256 | 90% | 256 | |||
| family_role | 204 | 71% | 204 | |||
| timepoint_label | 56 | 20% | 56 |
- 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
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)
| sample | field | value | route | conf. | source | quote |
|---|---|---|---|---|---|---|
| SAMEA7519141 | age_at_collection_days | 5113.5 | R1 | 0.90 | biosample.attribute:host_age | host_age: 14 |
| SAMEA7519143 | age_at_collection_days | 17532 | R1 | 0.85 | sample.attr.host_age | 48 |
| SAMEA7519221 | age_at_collection_days | 0 | R1 | 0.90 | biosample_attr | 0 |
| SAMEA7519141 | antibiotic_exposure | no | R3 | 0.40 | paper.fulltext.methods | received antibiotic or probiotic treatment at the time of sampling were excluded |
| SAMEA7519141 | collection_date | 2013 | R1 | 0.85 | biosample.attribute:collection date | 2013 |
| SAMEA7519141 | country | DE | R1 | 0.90 | biosample_attr | Germany |
| SAMEA7519141 | family_role | child | R1 | 0.85 | biosample.attribute:host family relationship | Child |
| SAMEA7519141 | preterm_status | term | R3 | 0.40 | paper.fulltext.abstract | healthy, full-term infants |
| SAMEA7519141 | probiotic_exposure | no | R3 | 0.40 | paper.fulltext.methods | received antibiotic or probiotic treatment at the time of sampling were excluded |
| SAMEA7519141 | sex | male | R1 | 0.90 | biosample_attr | male |
| SAMEA7519239 | sex | male | R1 | 0.90 | biosample.attribute:host_sex | host_sex: male |
| SAMEA7519143 | subject_id | HD.S1 | R1 | 0.70 | sample.name_rule:TITLE | Sample MM1 from subject HD.S1 |
| SAMEA7519141 | subject_id | ERR4794619 | R2 | 0.75 | paper.supp.table | Sample=ERR4794619 |
| SAMEA7519141 | timepoint_label | 11 yr - 17 yr | R2 | 0.75 | paper.supp.table | AGE 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