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PRJEB62690 ERP147805

Infant gut microbiome, 5-HMO formula vs control vs breastfed

Infant stool, 5-HMO supplemented formula vs. control formula vs. breastfed

1,110 stool samples from neonates and infants in Spain, Germany, and Italy, from a randomized trial comparing 5-HMO-supplemented formula, control formula, and breastfeeding. machine-written summary

1,110 samples · 1,110 runs · ES, DE, IT · Infant / toddler · 2023 · 5.44 Gbp / sample

Sources
✓Sequence archive 11,841○Abstract / description○Full text○Supplementary tables–External resources–User contribution–Human verified

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

what each source gave
✓ Sequence archive11,841 sample values (age, collection date, country, delivery mode, feeding mode, health condition, health condition detail, hmo supplementation)
○ Abstract / descriptionread; no usable statement
○ Full textread; no usable statement or table · PMC10383262
○ Supplementary tablesfiles read; no table could be matched to the samples
– 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
Interventions

intervention — arms not resolved

Prebiotic / dietary fibre supplement design randomized_controlled_trial · population healthy_control · 5HMO-mix supplemented formula vs control formula vs breastfed

“infant formula supplemented with five different HMOs” — abstract:37513505 (study level; per-sample arms are in the intervention column below)

Samples at a glance
3 countries
Age
neonate597
infant513
Condition
healthy_control1,110
Country
ES677
DE305
IT128
Body site
primary1,110
Collected 2018–2020
2018: 12 samples2019: 1,036 samples2020: 60 samples20182020
Sequencing depth per sample · this project all projects
all projects, 0–0.03 Gbp: 25,080 samples (4 %)all 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: 6 samplesall projects, 1–3 Gbp: 124,983 samples (22 %)this project, 1–3 Gbp: 11 samplesall projects, 3–10 Gbp: 253,728 samples (44 %)this project, 3–10 Gbp: 1,085 samplesall projects, 10–30 Gbp: 72,533 samples (13 %)this project, 10–30 Gbp: 8 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 5.44 Gbp per sample0130Gbp
Sampling design and relatedness

longitudinal

222 of 246 people sampled more than once (1,086 samples; median 5, up to 7 per person) · follow-up median 3 mo (max 6 mo) · median interval between samples 28 d (time from age at collection). Schedule stated by the source: “Week 1, Week 2, Week 4, Week 8, Week 12, Week 16 (and 6 months)”.

02-00202-002: day 002-002: day 702-002: day 2102-002: day 4902-002: day 7702-002: day 10502-00402-004: day 002-004: day 702-004: day 2102-004: day 4902-004: day 7702-004: day 10502-00502-005: day 002-005: day 702-005: day 2102-005: day 4902-005: day 7702-005: day 10502-00802-008: day 002-008: day 702-008: day 2102-008: day 4902-008: day 7702-008: day 10502-00902-009: day 002-009: day 702-009: day 2102-009: day 4902-009: day 7702-009: day 10502-01202-012: day 002-012: day 702-012: day 2102-012: day 4902-012: day 7702-012: day 10502-01302-013: day 002-013: day 702-013: day 2102-013: day 4902-013: day 7702-013: day 10502-013: day 17602-01702-017: day 002-017: day 702-017: day 2102-017: day 4902-017: day 7702-017: day 10503-00303-003: day 003-003: day 703-003: day 2103-003: day 4903-003: day 7703-003: day 10503-003: day 17603-00503-005: day 003-005: day 703-005: day 2103-005: day 4903-005: day 7703-005: day 10503-00603-006: day 003-006: day 703-006: day 2103-006: day 4903-006: day 7703-006: day 10503-006: day 17603-00703-007: day 003-007: day 703-007: day 2103-007: day 4903-007: day 7703-007: day 10503-01503-015: day 003-015: day 703-015: day 2103-015: day 4903-015: day 7703-015: day 10503-015: day 17603-01803-018: day 003-018: day 703-018: day 2103-018: day 4903-018: day 7703-018: day 10503-018: day 17604-05004-050: day 004-050: day 704-050: day 2104-050: day 4904-050: day 7704-050: day 10504-050: day 17604-05204-052: day 004-052: day 704-052: day 2104-052: day 4904-052: day 7704-052: day 10504-052: day 17604-06504-065: day 004-065: day 704-065: day 2104-065: day 4904-065: day 7704-065: day 10504-065: day 17605-01005-010: day 005-010: day 705-010: day 2105-010: day 4905-010: day 7705-010: day 10505-010: day 17606-02006-020: day 006-020: day 706-020: day 2106-020: day 4906-020: day 7706-020: day 10506-020: day 17606-02206-022: day 006-022: day 706-022: day 2106-022: day 4906-022: day 7706-022: day 10506-022: day 17606-02506-025: day 006-025: day 706-025: day 2106-025: day 4906-025: day 7706-025: day 10506-025: day 17606-03206-032: day 006-032: day 706-032: day 2106-032: day 4906-032: day 7706-032: day 10506-032: day 17606-03506-035: day 006-035: day 706-035: day 2106-035: day 4906-035: day 7706-035: day 10506-035: day 17607-00607-006: day 007-006: day 707-006: day 2107-006: day 4907-006: day 7707-006: day 10507-006: day 17607-01307-013: day 007-013: day 707-013: day 2107-013: day 4907-013: day 7707-013: day 10507-013: day 17607-01407-014: day 007-014: day 707-014: day 2107-014: day 4907-014: day 7707-014: day 10507-014: day 17609-00209-002: day 009-002: day 709-002: day 2109-002: day 4909-002: day 7709-002: day 10509-002: day 17613-00213-002: day 013-002: day 713-002: day 2113-002: day 4913-002: day 7713-002: day 10513-002: day 17613-00313-003: day 013-003: day 713-003: day 2113-003: day 4913-003: day 7713-003: day 10513-003: day 17613-00613-006: day 013-006: day 713-006: day 2113-006: day 4913-006: day 7713-006: day 10513-006: day 17613-00913-009: day 013-009: day 713-009: day 2113-009: day 4913-009: day 7713-009: day 10513-009: day 17613-01613-016: day 013-016: day 713-016: day 2113-016: day 4913-016: day 7713-016: day 10513-016: day 17613-01813-018: day 013-018: day 713-018: day 2113-018: day 4913-018: day 7713-018: day 10513-018: day 17613-02113-021: day 013-021: day 713-021: day 2113-021: day 4913-021: day 7713-021: day 10513-021: day 17613-02413-024: day 013-024: day 713-024: day 2113-024: day 4913-024: day 7713-024: day 10513-024: day 17613-02613-026: day 013-026: day 713-026: day 2113-026: day 4913-026: day 7713-026: day 10513-026: day 1760 d44 d3 mo4 mo6 mo

Each row is one person (36 shown of 222); dots are samples at days since that person's first sample.

How longitudinal and relatedness information is derived

Community composition
Bifidobacterium 37.2%Escherichia 13.5%Streptococcus 7.4%Veillonella 7.4%Klebsiella 4.3%Bacteroides 2.6%Mediterraneibacter 2.3%Enterococcus 2.3%Collinsella 2.2%Phocaeicola 2.1%Veillonella_A 1.8%Clostridium 1.2%not assigned to a genus 2.1%other genera 13.8%

Genera, mean relative abundance over 1,011 profiled gut samples of this project (Sandpiper SingleM profiles, GTDB R232; low-depth and non-metagenome profiles left out).

Field coverage
fieldsamplescoverageR1R2R3R4
age_category1,110 100%
country1,110 100%1,110
health_condition1,110 100%1,110
subject_id1,110 100%1,110
age_at_collection_days1,110 100%1,110
delivery_mode1,110 100%1,110
feeding_mode1,110 100%1,110
health_condition_detail1,110 100%1,110
hmo_supplementation1,110 100%1,110
timepoint_label1,110 100%1,110
collection_date1,108 100%1,108
intervention743 67%743
Papers (1)
  • Infant Formula Supplemented with Five Human Milk Oligosaccharides Shifts the Fecal Microbiome of Formula-Fed Infants Closer to That of Breastfed Infants. PMID 37513505 PMC10383262 curated
Details
Archive description

Breastfeeding is the optimal source of infant nutrition and confers established health benefits to the infant. Some of these benefits are associated with human milk oligosaccharides (HMOs), a unique group of carbohydrates that comprises the third most abundant solid component of human milk. We previously conducted the first clinical study with five different HMOs (5HMO-mix), namely 2’FL, 3FL, LNT, 3’SL and 6’SL, at the natural concentration of 5.75 g/L, in infant formula and now present the microbial findings of the study. We analyzed infant fecal samples by shotgun metagenomic sequencing and found that 5HMO-mix supplementation changed the microbial composition already at Week 1 and that the changes were persistent at Week 16 into supplementation. The microbiota of the 5HMO-mix supplemented infants were relatively increased in bifidobacteria and specifically bifidobacteria able to produce aromatic lactic acids when compared to infants receiving control formula. We further analyzed the functional potential of the microbiome with gut metabolic modules (GMM) and found shared features between 5HMO-mix and breastfed infants such as relative enrichment in mucus degradation and a relative decrease in proteolytic GMMs related to amino acid degradation. In conclusion, supplementation with 5HMO-mix supports the infant fecal microbiome in the direction towards that of breastfed infants.

How this project entered the registry

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

  • host external_curation.infant_catalog · “infant triage verdict include”
  • body site study.title · “Infant stool , 5-HMO supplemented”
  • body site study.description · “We analyzed infant fecal samples by shotgun”
  • body site study.description · “are associated with human milk oligosaccharides (HMOs), a”
  • life stage external_curation.infant_catalog · “infant triage verdict include (0-3 y scope)”
  • life stage study.title · “Infant stool, 5-HMO supplemented”
Evidence examples (one per field × route)
samplefieldvaluerouteconf.sourcequote
SAMEA113561840age_at_collection_days84R10.85sample.titleWeek 12
SAMEA113561840collection_date2019-06-07R10.85biosample.attribute:collection_datecollection_date: 2019-06-07
SAMEA113561840countryITR10.90biosample_attrItaly
SAMEA113561840delivery_modevaginalR10.90biosample_attrVaginal
SAMEA113561840feeding_modeexclusive_breastR10.85biosample_attrBreast milk
SAMEA113561840health_conditionhealthy_controlR10.85biosample.attribute:formulaformula: Breast milk
SAMEA113561840health_condition_detailBreast milkR10.85biosample.attribute:formulaformula: Breast milk
SAMEA113561840hmo_supplementationnoR10.85biosample_attrBreast milk
SAMEA113561840interventionno_interventionR10.85biosample.attribute:formulaformula: Breast milk
SAMEA113561840subject_id09-004R10.85biosample_attr09-004
SAMEA113561840timepoint_labelWeek 12R10.70sample.title09-004 - Week 12 - chrhmo_10_10
Sequencing

1,110 runs over 1,110 samples · mean 5.48 Gbp per run (median 5.44 Gbp, total 6,086.81 Gbp; 1,110 runs with a base count) · layout PAIRED 1,110 · platform ILLUMINA 1,110 · models Illumina HiSeq 2000 (1,110) · 91% of runs with a Sandpiper profile · first public 2023-07-11

Authors (8)

Holst AQ first · Myers P · Rodríguez-García P · Hermes GDA · Melsaether C · Baker A · Jensen SR · Parschat K last

Downloads

PRJEB62690.csv.gz (39.2 KB) · parquet (119.9 KB) — all 1,110 samples, every field with route and confidence · PRJEB62690_determinations.csv.gz (95.1 KB) — 11,841 evidence rows

Samples (1,110 · every field this project has values for · hover a cell for its source)
Loading the sample table…