Home › Studies › PRJEB101630
PRJEB101630 ERP183032

Gut microbiome stability in children, teens, adults (Spain)

Patterns of gut microbiome composition, function and dynamics in young children, adolescents and adults over a three-year period

Longitudinal study of 535 gut microbiome samples from healthy children, adolescents, and adults in Spain, tracking taxonomic and functional stability over a three-year period. machine-written summary

535 samples · 535 runs · ES · Mixed ages · 2026 · 0.20 Gbp / sample

Sources
✓Sequence archive 4,280○Abstract / description✓Full text 1,605✓Supplementary tables 535–External resources–User contribution–Human verified

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

what each source gave
✓ Sequence archive4,280 sample values (collection date, country, latitude, location region, longitude, sex, subject id, timepoint)
○ Abstract / descriptionread; no usable statement
✓ Full text1,605 sample values (antibiotic exposure, health condition, location locality) · PMC13047174
✓ Supplementary tables535 sample values (age)
– 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 sampling locations · 1 country
Age
adult315
child85
adolescent78
infant57
Condition
healthy_control535
Sex
female315
male220
Country
ES535
Body site
primary535
Collected 2016–2019
2016: 108 samples2017: 200 samples2018: 178 samples2019: 49 samples20162019
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 %)this project, 0.03–0.1 Gbp: 42 samplesall projects, 0.1–0.3 Gbp: 29,179 samples (5 %)this project, 0.1–0.3 Gbp: 415 samplesall projects, 0.3–1 Gbp: 47,044 samples (8 %)this project, 0.3–1 Gbp: 77 samplesall projects, 1–3 Gbp: 124,983 samples (22 %)all projects, 3–10 Gbp: 253,728 samples (44 %)all 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 0.20 Gbp per sample0130Gbp
Sampling design and relatedness

longitudinal

60 of 60 people sampled more than once (535 samples; median 10, up to 11 per person) · follow-up median 2.0 y (max 34.0 y) · median interval between samples 5 mo (time from age at collection).

AA-19AA-19: day 0AA-19: day 0AA-19: day 0AA-19: day 0AA-19: day 365AA-19: day 365AA-19: day 365AA-19: day 365AA-19: day 730AA-19: day 730AA-20AA-20: day 0AA-20: day 0AA-20: day 0AA-20: day 0AA-20: day 365AA-20: day 365AA-20: day 365AA-20: day 365AA-20: day 730AA-20: day 730AA-5AA-5: day 0AA-5: day 0AA-5: day 0AA-5: day 365AA-5: day 365AA-5: day 365AA-5: day 365AA-5: day 730AA-5: day 730AA-5: day 730AO-16AO-16: day 0AO-16: day 0AO-16: day 0AO-16: day 0AO-16: day 365AO-16: day 365AO-16: day 365AO-16: day 730AO-16: day 730AO-16: day 730AO-21AO-21: day 0AO-21: day 0AO-21: day 0AO-21: day 0AO-21: day 365AO-21: day 365AO-21: day 365AO-21: day 365AO-21: day 730AO-21: day 730M-10M-10: day 0M-10: day 0M-10: day 0M-10: day 365M-10: day 365M-10: day 365M-10: day 731M-10: day 731M-10: day 731M-10: day 731M-12M-12: day 0M-12: day 0M-12: day 0M-12: day 0M-12: day 365M-12: day 365M-12: day 365M-12: day 730M-12: day 730M-12: day 730M-15M-15: day 0M-15: day 0M-15: day 0M-15: day 366M-15: day 366M-15: day 366M-15: day 366M-15: day 731M-15: day 731M-15: day 731M-17M-17: day 0M-17: day 0M-17: day 0M-17: day 0M-17: day 0M-17: day 365M-17: day 365M-17: day 365M-17: day 365M-17: day 730M-19M-19: day 0M-19: day 0M-19: day 0M-19: day 0M-19: day 365M-19: day 365M-19: day 365M-19: day 730M-19: day 730M-19: day 730M-2M-2: day 0M-2: day 0M-2: day 0M-2: day 365M-2: day 365M-2: day 365M-2: day 365M-2: day 730M-2: day 730M-2: day 730M-20M-20: day 0M-20: day 0M-20: day 0M-20: day 0M-20: day 366M-20: day 366M-20: day 366M-20: day 366M-20: day 366M-20: day 366M-21M-21: day 0M-21: day 0M-21: day 0M-21: day 0M-21: day 365M-21: day 365M-21: day 365M-21: day 365M-21: day 730M-21: day 730M-5M-5: day 0M-5: day 0M-5: day 0M-5: day 365M-5: day 365M-5: day 365M-5: day 365M-5: day 730M-5: day 730M-5: day 730M-6M-6: day 0M-6: day 0M-6: day 0M-6: day 365M-6: day 365M-6: day 365M-6: day 730M-6: day 730M-6: day 730M-6: day 730M-7M-7: day 0M-7: day 0M-7: day 0M-7: day 365M-7: day 365M-7: day 365M-7: day 365M-7: day 731M-7: day 731M-7: day 731NA-10NA-10: day 0NA-10: day 122NA-10: day 274NA-10: day 335NA-10: day 457NA-10: day 548NA-10: day 640NA-10: day 731NA-10: day 822NA-10: day 914NA-15NA-15: day 0NA-15: day 122NA-15: day 244NA-15: day 366NA-15: day 487NA-15: day 579NA-15: day 670NA-15: day 761NA-15: day 883NA-15: day 1066NA-2NA-2: day 0NA-2: day 122NA-2: day 304NA-2: day 396NA-2: day 518NA-2: day 609NA-2: day 761NA-2: day 852NA-2: day 944NA-2: day 1035NA-6NA-6: day 0NA-6: day 152NA-6: day 305NA-6: day 365NA-6: day 518NA-6: day 639NA-6: day 731NA-6: day 852NA-6: day 1005NA-6: day 1096NA-7NA-7: day 0NA-7: day 122NA-7: day 274NA-7: day 365NA-7: day 456NA-7: day 548NA-7: day 700NA-7: day 791NA-7: day 883NA-7: day 974NO-1NO-1: day 0NO-1: day 122NO-1: day 274NO-1: day 365NO-1: day 487NO-1: day 579NO-1: day 670NO-1: day 792NO-1: day 913NO-1: day 913NO-1: day 1035NO-11NO-11: day 0NO-11: day 122NO-11: day 244NO-11: day 335NO-11: day 457NO-11: day 548NO-11: day 670NO-11: day 761NO-11: day 852NO-11: day 974NO-12NO-12: day 0NO-12: day 122NO-12: day 244NO-12: day 335NO-12: day 487NO-12: day 578NO-12: day 670NO-12: day 761NO-12: day 883NO-12: day 974NO-6NO-6: day 0NO-6: day 152NO-6: day 305NO-6: day 365NO-6: day 518NO-6: day 639NO-6: day 731NO-6: day 852NO-6: day 1005NO-6: day 1096NO-9NO-9: day 0NO-9: day 121NO-9: day 273NO-9: day 365NO-9: day 608NO-9: day 700NO-9: day 791NO-9: day 882NO-9: day 974NO-9: day 11231W-1W-1: day 0W-1: day 0W-1: day 0W-1: day 365W-1: day 365W-1: day 365W-1: day 365W-1: day 731W-1: day 731W-1: day 731W-10W-10: day 0W-10: day 0W-10: day 0W-10: day 365W-10: day 365W-10: day 365W-10: day 365W-10: day 730W-10: day 730W-10: day 730W-11W-11: day 0W-11: day 0W-11: day 0W-11: day 0W-11: day 365W-11: day 365W-11: day 365W-11: day 730W-11: day 730W-11: day 730W-12W-12: day 0W-12: day 0W-12: day 0W-12: day 0W-12: day 365W-12: day 365W-12: day 365W-12: day 731W-12: day 731W-12: day 731W-15W-15: day 0W-15: day 0W-15: day 0W-15: day 365W-15: day 365W-15: day 365W-15: day 365W-15: day 365W-15: day 365W-15: day 731W-16W-16: day 0W-16: day 0W-16: day 0W-16: day 0W-16: day 365W-16: day 365W-16: day 365W-16: day 365W-16: day 730W-16: day 730W-17W-17: day 0W-17: day 0W-17: day 0W-17: day 0W-17: day 0W-17: day 365W-17: day 365W-17: day 365W-17: day 365W-17: day 730W-19W-19: day 0W-19: day 0W-19: day 0W-19: day 0W-19: day 365W-19: day 365W-19: day 365W-19: day 730W-19: day 730W-19: day 730W-2W-2: day 0W-2: day 11688W-2: day 11688W-2: day 11688W-2: day 12053W-2: day 12053W-2: day 12053W-2: day 12418W-2: day 12418W-2: day 12418W-20W-20: day 0W-20: day 0W-20: day 0W-20: day 0W-20: day 365W-20: day 365W-20: day 365W-20: day 365W-20: day 731W-20: day 7310 d8.5 y17.0 y25.5 y34.0 y

Each row is one person (36 shown of 60); dots are samples at days since that person's first sample.

How longitudinal and relatedness information is derived

Community composition

No Sandpiper profile for this project's samples yet.

Field coverage
fieldsamplescoverageR1R2R3R4
age_category535 100%
country535 100%535
health_condition535 100%535
subject_id535 100%535
age_at_collection_days535 100%535
antibiotic_exposure535 100%535
collection_date535 100%535
detailed_location535 100%
latitude535 100%535
location_locality535 100%535
location_region535 100%535
longitude535 100%535
sex535 100%535
timepoint_label535 100%535
Papers (1)
  • Patterns of gut microbiome composition, function and dynamics in toddlers, adolescents and adults over a three-year period. 2026 PMID 41939705 PMC13047174 own_data
Details
Archive description

Despite their relevance, studies of the long-term stability of the gut microbiome are rare due to the difficulty in following the same individual through long periods of time, particularly during childhood and adolescence. Here, we have been able to analyze microbiome stability throughout a 3-year period in young children, adolescents, and adults of the same population, at the levels of taxonomic composition and functional profile. Our analyses show that stability is lower at taxonomical than at functional level in all three age groups, indicating the existence of functional redundancy through time. Considering the entire period of sampling, young children were significantly more unstable than the other two groups at the level of taxonomic composition. However, local analyses revealed that low stability for both composition and function was restricted to the time period between 20 and 24 months of age, whereas after this point stability levels in young children were similar to those of adolescents and adults. Although the microbiome stabilized at around two years of age in terms of large-scale, rapid changes in diversity, composition, and functional profile, further changes did occur both before and after adolescence. Therefore, adolescence remains a transitional period, in which the abundances of some taxa and functions still differ from adult levels. These include, among others, Bifidobacterium, Streptococcus, Bacteroides fragilis and several Lachnospiraceae, as well as various functions related to energy metabolism.

How this project entered the registry

Classified as human gut / stool shotgun DNA metagenome of infant / toddler and child and adolescent and adult by opus_adjudicated with confidence 0.65. Assay shotgun_dna.

  • host study.title · “young children, adolescents and adults”
  • host run.scientific_name · “human gut metagenome”
  • body site study.title · “Patterns of gut microbiome composition”
  • life stage study.title · “young children, adolescents and adults”
  • life stage study.description · “between 20 and 24 months of age”
Evidence examples (one per field × route)
samplefieldvaluerouteconf.sourcequote
SAMEA120472116age_at_collection_days4383R20.80paper.supp.Table_1.XLSX[S1_metadata!AGE]12 years
SAMEA120472116antibiotic_exposurenoR30.70paper.fulltext.methodshaving taken antibiotics within the 3 months before the start
SAMEA120472116collection_date2016R10.90biosample.attribute:collection_date2016
SAMEA120472116countryESR10.90sample.attr.geographic_location_country_and_or_seaSpain
SAMEA120472116health_conditionhealthy_controlR30.70paper.fulltext.methodsWe recruited 60 healthy participants belonging to 24 families
SAMEA120472116latitude39.4739R10.90biosample.attribute:geographic_location_latitude+geographic_location_longitude39.47391 -0.37966
SAMEA120472116location_localityValenciaR30.70paper.fulltext.methods60 healthy participants belonging to 24 families from Valencia
SAMEA120472116location_regionValenciaR10.60biosample.attribute:geographic_location_latitude+geographic_location_longitude39.47391 -0.37966
SAMEA120472116longitude-0.3797R10.90biosample.attribute:geographic_location_latitude+geographic_location_longitude39.47391 -0.37966
SAMEA120472116sexfemaleR10.90sample.attr.host_sexfemale
SAMEA120472116subject_idAA-14R10.70sample.name_rule:titleFecal microbiome subject AA-14 (adolescent) time 1
SAMEA120472171subject_idAA-24R10.70sample.name_rule:aliasAA-24_2
SAMEA120472116timepoint_labeltime 1R10.70sample.name_rule:titleFecal microbiome subject AA-14 (adolescent) time 1
SAMEA120472171timepoint_labeltime 2R10.70sample.name_rule:aliasAA-24_2
Sequencing

535 runs over 535 samples · mean 0.21 Gbp per run (median 0.20 Gbp, total 114.91 Gbp; 535 runs with a base count) · layout PAIRED 535 · platform ILLUMINA 535 · models Illumina MiSeq (535) · 0% of runs with a Sandpiper profile · first public 2026-02-28

Authors (7)

Rey-Mariño A first · Ruiz-Ruiz S · Jiménez-Hernández N · Pons X · Artacho A · Codoñer-Franch P · Francino MP last

Downloads

PRJEB101630.csv.gz (14.1 KB) · parquet (89.2 KB) — all 535 samples, every field with route and confidence · PRJEB101630_determinations.csv.gz (43.2 KB) — 6,420 evidence rows

Samples (535 · every field this project has values for · hover a cell for its source)
Loading the sample table…