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PRJNA322188 SRP078001

Infant microbiome maturation across body sites, USA

Maturation of the Infant Microbiome Community Structure and Function Across Multiple Body Sites

99 samples from a USA longitudinal cohort of maternal-infant dyads, including infants, neonates, and adults, mostly healthy controls with some pregnancy/postpartum, examining microbiome composition across stool, oral, nares, skin, and vaginal sites. machine-written summary

99 samples · 99 runs · US · Infant / toddler · 2017 · 2.58 Gbp / sample

Sources
✓Sequence archive 437○Abstract / description○Full text✓Supplementary tables 645✓External resources 149–User contribution–Human verified

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

what each source gave
✓ Sequence archive437 sample values (age, collection date, country, family id, family role, sex, subject id, timepoint)
○ Abstract / descriptionread; no usable statement
○ Full textread; no usable statement or table · PMC10092070, PMC10175488, PMC10734493, PMC10769871, PMC10904392, PMC11170968, PMC11322291, PMC11758915, PMC11929092, PMC12677589, PMC12769767, PMC12940378, PMC8115609, PMC8518733, PMC9437082, PMC9622858
✓ Supplementary tables645 sample values (age, antibiotic exposure, birth weight grams, delivery mode, diet, feeding mode, gestational age weeks, maternal antibiotics)
✓ External resources149 sample values (age, antibiotic exposure, bmi, health condition, health condition detail) · 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
1 country
Age
unknown48
infant38
neonate11
adult2
Condition
healthy_control54
pregnancy_postpartum11
Sex
female52
male20
Country
US99
Body site
primary66
excluded27
linked6
Sequencing depth per sample · this project all projects
all projects, 0–0.03 Gbp: 25,080 samples (4 %)this project, 0–0.03 Gbp: 9 samplesall projects, 0.03–0.1 Gbp: 17,066 samples (3 %)this project, 0.03–0.1 Gbp: 7 samplesall projects, 0.1–0.3 Gbp: 29,179 samples (5 %)this project, 0.1–0.3 Gbp: 3 samplesall projects, 0.3–1 Gbp: 47,044 samples (8 %)this project, 0.3–1 Gbp: 6 samplesall projects, 1–3 Gbp: 124,983 samples (22 %)this project, 1–3 Gbp: 35 samplesall projects, 3–10 Gbp: 253,728 samples (44 %)this project, 3–10 Gbp: 39 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 2.58 Gbp per sample0130Gbp
! Self-contradictory metadata

age: supplementary table and curatedMetagenomicData disagree for 17 samples (e.g. 42 vs 9131.25) — withheld.

The sources disagree on 17 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 (17)
samplefieldvalueother valuehandling
SAMN05525336age42 (supplementary table)9131.25 (curatedMetagenomicData)withheld: neither value published
SAMN05525340age42 (supplementary table)13149.0 (curatedMetagenomicData)withheld: neither value published
SAMN05525342age42 (supplementary table)0.0 (curatedMetagenomicData)withheld: neither value published
SAMN05525348age42 (supplementary table)0.0 (curatedMetagenomicData)withheld: neither value published
SAMN05525352age0 (supplementary table)9496.5 (curatedMetagenomicData)withheld: neither value published
SAMN05525354age42 (supplementary table)9496.5 (curatedMetagenomicData)withheld: neither value published
SAMN05525368age0 (supplementary table)10957.5 (curatedMetagenomicData)withheld: neither value published
SAMN05525370age42 (supplementary table)10957.5 (curatedMetagenomicData)withheld: neither value published
SAMN05525374age0 (supplementary table)9861.75 (curatedMetagenomicData)withheld: neither value published
SAMN05525376age42 (supplementary table)9861.75 (curatedMetagenomicData)withheld: neither value published
SAMN05525414age42 (supplementary table)6939.75 (curatedMetagenomicData)withheld: neither value published
SAMN05525420age0 (supplementary table)8400.75 (curatedMetagenomicData)withheld: neither value published
SAMN05525434age0 (supplementary table)10592.25 (curatedMetagenomicData)withheld: neither value published
SAMN05525436age42 (supplementary table)10592.25 (curatedMetagenomicData)withheld: neither value published
SAMN05525446age0 (supplementary table)9131.25 (curatedMetagenomicData)withheld: neither value published
SAMN05525448age42 (supplementary table)9131.25 (curatedMetagenomicData)withheld: neither value published
SAMN05525458age0 (supplementary table)10592.25 (curatedMetagenomicData)withheld: neither value published
Sampling design and relatedness

longitudinalmother–infant

2 of 64 people sampled more than once (4 samples; median 2, up to 2 per person) · follow-up median 42 d (max 42 d) · median interval between samples 42 d (time from age at collection). Schedule stated by the source: “longitudinal sampling through 6 weeks post-delivery (second cross-sectional cohort sampled once at delivery)” (time origin: birth); stated follow-up 42 d.

PRJNA322188_NCS-PRJNA322188_NCS-072 (child): day 0PRJNA322188_NCS-072 (child): day 420 d10 d21 d32 d42 d

Each row is one person (1 shown of 2); 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).

51 maternal-infant dyad ids in catalog samples; 18 with maternal and 43 with infant samples; 14 dyads with both sampled · 25 families with 58 sampled people (14 with a parent and a child).

motherMchildC
8 × mother + child
childCunknown?
6 × child + unknown
motherMmotherMchildC
3 × mother×2 + child
motherMunknown?
3 × mother + unknown
childCchildC
2 × child×2
motherMchildCchildC
1 × mother + child×2
motherMmotherMchildCchildC
1 × mother×2 + child×2
motherMmotherMchildCunknown?
1 × mother×2 + child + unknown
family NCS-005PRJNA322188_NCS-005 — child · 2 samplesCPRJNA322188_NCS-005_M — mother · 1 sampleM
family NCS-026SRR8942384 — child · 1 sampleCPRJNA322188_NCS-026 — unknown · 1 sample?
family NCS-012PRJNA322188_NCS-012 — child · 2 samplesCPRJNA322188_NCS-012_M — mother · 1 sampleMSRR8942363 — mother · 1 sampleM
family NCS-014SRR8942366 — mother · 1 sampleMSRR89…014 — unknown · 1 sample?014
family NCS-041SRR8942398 — child · 1 sampleC8SRR8942399 — child · 1 sampleC9SRR894239…
family NCS-0082 — child · 1 sampleCPRJNA322188_NCS-008 — child · 2 samplesCPRJNA322188_NCS_008 — mother · 1 sampleM
family NCS-020PRJNA322188_NCS-020 — child · 2 samplesCSRR8942373 — child · 1 sampleCPRJNA322188_NCS-020_M — mother · 1 sampleMSRR8942375 — mother · 1 sampleM
family NCS-022SRR8942377 — child · 1 sampleCSRR8942378 — mother · 1 sampleMPRJNA322188_NCS-022_M — mother · 1 sampleMPRJNA322188_NCS-022 — unknown · 1 sample?
family NCS-006SRR8942351 — child · 1 sampleC1SRR8942352 — mother · 1 sampleM2SRR894235…
family NCS-032SRR8942391 — child · 1 sampleCPRJNA322188_NCS-032 — unknown · 1 sample?
family NCS-064SRR8942418 — child · 1 sampleCSRR8942419 — mother · 1 sampleMPRJNA322188_NCS-064_M — mother · 1 sampleM
family NCS-023SRR8942381 — mother · 1 sampleMSRR89…023 — unknown · 1 sample?023
family NCS-054PRJNA322188_NCS-054 — child · 1 sampleCSRR8942414 — child · 1 sampleC
family NCS-018PRJNA322188_NCS-018 — child · 3 samplesC018PRJNA322188_NCS_018_M — mother · 1 sampleM018_MPRJNA322188_NCS…
family NCS-037SRR8942395 — child · 1 sampleCPRJNA322188_NCS-037 — unknown · 1 sample?
family NCS-072PRJNA322188_NCS-072 — child · 2 samplesCSRR8942425 — mother · 1 sampleMPRJNA322188_NCS-072_M — mother · 1 sampleM
family NCS-025025 — unknown · 1 sample?025PRJNA322188_NCS_025_M — mother · 1 sampleMPRJNA…
family NCS-029PRJNA322188_NCS-029 — child · 2 samplesC029PRJNA322188_NCS_029_M — mother · 1 sampleM029_MPRJNA322188_NCS…
family NCS-044SRR8942402 — child · 1 sampleCPRJNA322188_NCS-044 — unknown · 1 sample?
family NCS-040PRJNA322188_NCS-040 — child · 1 sampleC040PRJNA322188_NCS_040_M — mother · 1 sampleM040_MPRJNA322188_NCS…
family NCS-047SRR8942406 — child · 1 sampleCPRJNA322188_NCS-047 — unknown · 1 sample?
family NCS-049PRJNA322188_NCS-049 — child · 3 samplesCSRR8942409 — mother · 1 sampleM
family NCS-075SRR8942429 — child · 1 sampleCPRJNA322188_NCS-075 — unknown · 2 samples?
family NCS-051SRR8942411 — child · 1 sampleC1SRR8942412 — mother · 1 sampleM2SRR894241…

motherchild · 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: 24 of 25 families (one per family structure, then more). 64 people in the project overall.

Families (25)
familymemberssamples
NCS-020mother×2 + child×2SAMN05525364 · SAMN05525366 · SAMN05525368 · SAMN05525370 · SAMN05525484
NCS-008mother + child×2SAMN05525342 · SAMN05525344 · SAMN05525470 · SAMN06887716
NCS-012mother×2 + childSAMN05525348 · SAMN05525350 · SAMN05525352 · SAMN05525354
NCS-018mother + childSAMN05525362 · SAMN05525480 · SAMN05525482 · SAMN06887720
NCS-022mother×2 + child + unknownSAMN05525372 · SAMN05525374 · SAMN05525376 · SAMN05525486
NCS-072mother×2 + childSAMN05525442 · SAMN05525444 · SAMN05525446 · SAMN05525448
NCS-049mother + childSAMN05525412 · SAMN05525414 · SAMN05525508 · SAMN06887730
NCS-005mother + childSAMN05525334 · SAMN05525336 · SAMN05525468
NCS-075child + unknownSAMN05525452 · SAMN05525510 · SAMN06887732
NCS-064mother×2 + childSAMN05525432 · SAMN05525434 · SAMN05525436
NCS-029mother + childSAMN05525386 · SAMN05525494 · SAMN06887724
NCS-044child + unknownSAMN05525408 · SAMN05525500
NCS-054child×2SAMN05525424 · SAMN05525426
NCS-051mother + childSAMN05525418 · SAMN05525420
NCS-047child + unknownSAMN05525410 · SAMN05525506
NCS-032child + unknownSAMN05525390 · SAMN05525496
NCS-041child×2SAMN05525402 · SAMN05525404
NCS-040mother + childSAMN05525400 · SAMN06887726
NCS-037child + unknownSAMN05525396 · SAMN05525498
NCS-006mother + childSAMN05525338 · SAMN05525340
NCS-026child + unknownSAMN05525380 · SAMN05525492
NCS-025mother + unknownSAMN05525490 · SAMN06887722
NCS-023mother + unknownSAMN05525378 · SAMN05525488
NCS-014mother + unknownSAMN05525358 · SAMN05525478
NCS-077mother + childSAMN05525456 · SAMN05525458

How longitudinal and relatedness information is derived

Community composition
Phocaeicola 15.4%Bifidobacterium 11.3%Bacteroides 9.8%Escherichia 9.3%Klebsiella 8.6%Prevotella 5.5%Veillonella 2.9%Parabacteroides 2.8%Streptococcus 1.4%Faecalibacterium 1.3%Roseburia 1.2%Mediterraneibacter 1.1%not assigned to a genus 3.9%other genera 25.4%

Genera, mean relative abundance over 55 profiled gut samples of this project (Sandpiper SingleM profiles, GTDB R232; low-depth and non-metagenome profiles left out).

Field coverage
fieldsamplescoverageR1R2R3R4
age_category51 52%
country99 100%99
health_condition65 66%65
subject_id99 100%2673
collection_date99 100%99
family_id99 100%99
timepoint_label79 80%2752
family_role74 75%74
sex72 73%666
health_condition_detail65 66%65
delivery_mode64 65%64
antibiotic_exposure61 62%61
feeding_mode60 61%60
maternal_antibiotics57 58%57
preterm_status57 58%57
age_at_collection_days49 49%742
birth_weight_grams49 49%49
gestational_age_weeks44 44%44
diet27 27%27
bmi12 12%12
Papers (16)
  • Metagenomic analysis of mother-infant gut microbiome reveals global distinct and shared microbial signatures. PMID 33960282 PMC8115609 curated
  • Investigating the infant gut microbiota in developing countries: worldwide metagenomic meta-analysis involving infants living in sub-urban areas of Côte d'Ivoire. PMID 34152069 PMC8518733 curated
  • A compendium of 32,277 metagenome-assembled genomes and over 80 million genes from the early-life human gut microbiome. PMID 36050292 PMC9437082 curated
  • Designation of optimal reference strains representing the infant gut bifidobacterial species through a comprehensive multi-omics approach. PMID 36123315 PMC10092070 curated
  • Exploring species-level infant gut bacterial biodiversity by meta-analysis and formulation of an optimized cultivation medium. PMID 36316342 PMC9622858 curated
11 more
Details
Archive description

Human microbial communities are characterized by their metagenomic and metabolic diversity, which varies by distinct body sites and influences human physiology. However, it is not yet known when in early development our microbiota community structure and function is initially established and diversifies. We thus sought to assess the taxonomic composition and potential metabolic function of the neonatal and early infant microbiota, and assess the impact of mode of delivery and its potential confounders or modifiers. A cohort of pregnant women (n=81) were prospectively enrolled for longitudinal sampling through 6 weeks post-delivery, and a second matched cross-sectional cohort (n=81) was additionally recruited for sampling once at delivery. Samples were collected for each maternal-infant dyad across multiple body sites, including stool, oral gingiva, nares, skin and vagina. 16S rRNA gene sequencing analysis and whole genome shotgun sequencing was performed to interrogate the composition and function of the neonatal and maternal microbiota. We found that the neonatal microbiota and its associated functional pathways were relatively homogenous across all body sites at delivery, with the notable exception of neonatal meconium. However, by 6 weeks, the infant microbiota structure and function had significantly expanded and diversified, with body site serving as the primary determinant of the bacterial community composition and its functional capacity. Although minor variations in the neonatal (immediately at birth) microbiota community structure were associated with Cesarean delivery in some body sites (oral, nares, and skin p<0.001, R2 = 0.038), this was not true in neonatal stool (meconium) and there was no observable difference in community function regardless of delivery mode. By 6 weeks of age, the infant microbiota structure and function had expanded and diversified with demonstrable body site specificity (p<0.001, R2 = 0.189), and no discernable differences in neither community structure nor function by Cesarean delivery were identifiable (p=0.057, R2 = 0.007). We conclude that within the first 6 weeks of life, the infant microbiota undergoes significant reorganization that is primarily driven by body site and not by mode of delivery.

How this project entered the registry

Classified as human gut / stool / oral cavity / skin / nasal / nasopharyngeal / vaginal / urogenital shotgun DNA metagenome of infant / toddler and neonate and adult by deterministic_prior with confidence 0.90. Assay shotgun_dna.

  • host external_curation.infant_catalog · “infant triage verdict include”
  • body site study.description · “body sites, including stool , oral gingiva,”
  • body site external_curation.infant_catalog · “infant triage verdict include (gut/stool scope)”
  • body site study.description · “sites, including stool, oral gingiva, nares, skin”
  • body site study.description · “oral gingiva, nares, skin and vagina. 16S”
  • body site study.description · “stool, oral gingiva, nares , skin and”
  • life stage external_curation.infant_catalog · “infant triage verdict include (0-3 y scope)”
  • life stage study.title · “Maturation of the Infant Microbiome Community Structure”
  • life stage study.description · “function of the neonatal and early infant”
  • life stage study.description · “A cohort of pregnant women (n=81) were prospectively”
Evidence examples (one per field × route)
samplefieldvaluerouteconf.sourcequote
SAMN05525326age_at_collection_days0R10.80sample.titleMeconium
SAMN05525338age_at_collection_days42R20.85paper.supp.tableSampling, day=42
SAMN05525358age_at_collection_days8766.0R20.75external.cmd sourceage: 24; age_unit: Year; age_group: Adult
SAMN05525326antibiotic_exposurenoR20.75paper.supp.tableInfant antibiotics=no
SAMN05525352antibiotic_exposurenoR20.75external.cmd sourceantibiotics_current_use: No
SAMN05525326birth_weight_grams3575R20.75paper.supp.tableBirth weight (gram)=3575
SAMN05525336bmi22.62R20.75external.cmd sourcebmi: 22.62
SAMN05525326collection_date2013R10.85biosample.attribute:collection_date2013
SAMN05525326countryUSR10.90biosample_attrUSA
SAMN05525326delivery_modec_sectionR20.75paper.supp.tableDelivery mode=CS
SAMN05525334dietexclusive_breast_milkR20.85paper.supp.Table S1.xlsx[Chu et al.!Feeding regimen]SRR8942349: Feeding regimen=breast
SAMN05525326family_idNCS-003R10.70sample.name_rule:TITLENCS-003-Meconium_microbiome
SAMN05525326family_rolechildR10.70sample.name_rule:TITLENCS-003-Meconium_microbiome
SAMN05525334feeding_modeexclusive_breastR20.85paper.supp.tableFeeding regimen=breast
SAMN05525326gestational_age_weeks38.3R20.75paper.supp.tableGestational age (weeks)=38.3
SAMN05525326health_conditionhealthy_controlR20.75external.cmd sourcedisease: Healthy
SAMN05525326health_condition_detailHealthyR20.75external.cmd sourcedisease: Healthy
SAMN05525334maternal_antibioticsnoR20.85paper.supp.tableMaternal antibiotics before delivery=NO
SAMN05525334preterm_statustermR20.85paper.supp.tableGestational age=full-term
SAMN06887716sexfemaleR10.70sample.name_rule:titleNCS_008_Stool_maternal3.out_1
SAMN05525326sexmaleR20.75paper.supp.tableGender=male
SAMN05525342subject_id2R10.70sample.titleNCS-008-Stool-infant2_microbiome
SAMN05525462subject_idPRJNA322188_NCS-003R10.70sample.name_rule:TITLENCS-003-I-ORAL1_microbiome
SAMN05525464subject_id004R10.70sample.name_rule:titleNCS-004-I-ORAL1_microbiome
SAMN05525326subject_idPRJNA322188_NCS-003R20.75paper.supp.tableHost ID=PRJNA322188_NCS-003
SAMN05525348subject_idPRJNA322188_NCS-012R20.80archive
SAMN05525326timepoint_labelMeconiumR10.70sample.titleNCS-003-Meconium_microbiome
SAMN05525386timepoint_labelMeconium1R10.70sample.name_rule:titleNCS-029-Meconium1_microbiome
SAMN05525462timepoint_labelvisit 1R10.60sample.name_rule:TITLENCS-003-I-ORAL1_microbiome
SAMN05525336timepoint_label6wksR20.85paper.supp.Table S1.xlsx[Chu et al.!Sampling from papers]SRR8942350: Sampling from papers=6wks
Sequencing

99 runs over 99 samples · mean 2.53 Gbp per run (median 2.58 Gbp, total 250.92 Gbp; 99 runs with a base count) · layout PAIRED 99 · platform ILLUMINA 99 · models Illumina HiSeq 2000 (99) · 75% of runs with a Sandpiper profile · first public 2017-05-08 – 2019-04-28

Authors (142)

Wang S first · Zeng S · Egan M · Cherry P · Strain C · Morais E · Boyaval P · Ryan CA · M Dempsey E · Ross RP · Stanton C last · Fontana F first · Mancabelli L · Lugli GA · Taracchini C · Alessandri G · Longhi G · Anzalone R · Viappiani A · Famo R · Brognan M · Micondo KH · Turroni F · Ventura M · D'Alfonso R · Milani C last · Patangia D · Almeida A · Zhou Z · Mu D · Paul Ross R · Tarracchini C · Bianchi MG · Rizzo SM · Argentini C · Vergna LM · Taurino G · Chiu M · Bussolati O · van Sinderen D · Vänni P first · Tejesvi MV · Paalanne N · Aagaard K · Ackermann G · Camargo CA · Eggesbø M · Hasegawa K · Hoen AG · Karagas MR · Kolho K-L · Laursen MF · Ludvigsson J · Madan J · Ownby D · Stokholm J · Tapiainen T last · Hall B first · Levy S · Dufault-Thompson K · Arp G · Zhong A · Ndjite GM · Weiss A · Braccia D · Jenkins C · Grant MR · Abeysinghe S · Yang Y · Jermain MD · Wu CH · Ma B · Jiang X last · Li S · Ying J · Wang H · Qu Y · Niu X · Xu X first · Feng Q · Zhang T · Gao Y · Cheng Q · Zhang W · Wu Q · Xu K · Li Y · Nguyen N · Taft DH · Mills DA · Lemay DG · Zhu W · Mao S · Zhang A · Liu J last · He W first · Russel J · Klincke F · Nesme J · Sørensen SJ last · Pucci N first · Ujčič-Voortman J · Verhoeff AP · Mende DR last · Bargheet A first · Noordzij HT · Ponsero AJ · Jian C · Korpela K · Valles-Colomer M · Debelius J · Kurilshikov A · Pettersen VK last · Zhang L · Yuan Y · Tian M · Zhou M · Hu Y · Huang J · Zou R · Zhao F · Su X · Liu Q · He Y · Feng J · Huang W · Luo Y · Shen W · Gennaioli E · Muscò A · Vitale SG · Angioni S · Huang S first · Chaudhari DS · Shukla R · Kanani P · Zeidan RS · Lin Y · Burrow W · Mankowski RT · Jain S · Yadav H last

Downloads

PRJNA322188.csv.gz (5.2 KB) · parquet (78.3 KB) — all 99 samples, every field with route and confidence · PRJNA322188_determinations.csv.gz (18.3 KB) — 1,231 evidence rows

Samples (99 · every field this project has values for · hover a cell for its source)
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