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PRJNA1019702 SRP462462

MILK study: human milk and infant feces metagenomics, USA

MILK study metagenomic sequencing of human milk and infant feces

Longitudinal cohort study of 497 samples from paired human milk and infant fecal specimens in the USA; milk sampled at 1 month (and 3 months for a subset), infant feces at 1 and 6 months. machine-written summary

497 samples · 507 runs · US · Infant / toddler · 2024 · 2.60 Gbp / sample · cohort MILK study

Sources
✓Sequence archive 2,480○Abstract / description✓Full text 668✓Supplementary tables 497–External resources–User contribution–Human verified

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

what each source gave
✓ Sequence archive2,480 sample values (country, family id, family role, sex, timepoint)
○ Abstract / descriptionread; no usable statement
✓ Full text668 sample values (age, preterm status) · PMC11266569, PMC11602576, PMC12749357, PMC13288982
✓ Supplementary tables497 sample values (subject id)
– 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
infant334
unknown163
Sex
female332
male160
Country
US497
Body site
primary334
linked163
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 %)this project, 0.1–0.3 Gbp: 19 samplesall projects, 0.3–1 Gbp: 47,044 samples (8 %)this project, 0.3–1 Gbp: 108 samplesall projects, 1–3 Gbp: 124,983 samples (22 %)this project, 1–3 Gbp: 154 samplesall projects, 3–10 Gbp: 253,728 samples (44 %)this project, 3–10 Gbp: 214 samplesall projects, 10–30 Gbp: 72,533 samples (13 %)this project, 10–30 Gbp: 1 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 2.65 Gbp per sample0130Gbp
Sampling design and relatedness

longitudinalmother–infant

151 of 183 people sampled more than once (302 samples; median 2, up to 2 per person) · follow-up median 5 mo (max 5 mo) · median interval between samples 5 mo (time from age at collection). Schedule stated by the source: “Milk at 1 month (subset also 3 months); infant feces at 1 and 6 months” (time origin: birth (postpartum)); stated follow-up 6 mo.

p0004_infantp0004_infant (child): day 0p0004_infant (child): day 153p0007_infantp0007_infant (child): day 0p0007_infant (child): day 153p0009_infantp0009_infant (child): day 0p0009_infant (child): day 153p0010_infantp0010_infant (child): day 0p0010_infant (child): day 153p0011_infantp0011_infant (child): day 0p0011_infant (child): day 153p0012_infantp0012_infant (child): day 0p0012_infant (child): day 153p0016_infantp0016_infant (child): day 0p0016_infant (child): day 153p0017_infantp0017_infant (child): day 0p0017_infant (child): day 153p0020_infantp0020_infant (child): day 0p0020_infant (child): day 153p0023_infantp0023_infant (child): day 0p0023_infant (child): day 153p0024_infantp0024_infant (child): day 0p0024_infant (child): day 153p0025_infantp0025_infant (child): day 0p0025_infant (child): day 153p0029_infantp0029_infant (child): day 0p0029_infant (child): day 153p0030_infantp0030_infant (child): day 0p0030_infant (child): day 153p0036_infantp0036_infant (child): day 0p0036_infant (child): day 153p0037_infantp0037_infant (child): day 0p0037_infant (child): day 153p0040_infantp0040_infant (child): day 0p0040_infant (child): day 153p0043_infantp0043_infant (child): day 0p0043_infant (child): day 153p0045_infantp0045_infant (child): day 0p0045_infant (child): day 153p0046_infantp0046_infant (child): day 0p0046_infant (child): day 153p0048_infantp0048_infant (child): day 0p0048_infant (child): day 153p0049_infantp0049_infant (child): day 0p0049_infant (child): day 153p0050_infantp0050_infant (child): day 0p0050_infant (child): day 153p0053_infantp0053_infant (child): day 0p0053_infant (child): day 153p0055_infantp0055_infant (child): day 0p0055_infant (child): day 153p0056_infantp0056_infant (child): day 0p0056_infant (child): day 153p0057_infantp0057_infant (child): day 0p0057_infant (child): day 153p0058_infantp0058_infant (child): day 0p0058_infant (child): day 153p0059_infantp0059_infant (child): day 0p0059_infant (child): day 153p0060_infantp0060_infant (child): day 0p0060_infant (child): day 153p0062_infantp0062_infant (child): day 0p0062_infant (child): day 153p0063_infantp0063_infant (child): day 0p0063_infant (child): day 153p0064_infantp0064_infant (child): day 0p0064_infant (child): day 153p0065_infantp0065_infant (child): day 0p0065_infant (child): day 153p0066_infantp0066_infant (child): day 0p0066_infant (child): day 153p0067_infantp0067_infant (child): day 0p0067_infant (child): day 1530 d38 d3 mo4 mo5 mo

Each row is one person (36 shown of 151); 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).

189 mother-infant couples (couple_id); 131 with both maternal milk and infant stool sequenced · 131 families with 262 sampled people (131 with a parent and a child).

motherMchildC
131 × mother + child
family p0003p0003_mother — mother · 1 sampleMmotherp0003_infant — child · 1 sampleCinfantp0003…
family p0004p0004_mother — mother · 1 sampleMmotherp0004_infant — child · 2 samplesCinfantp0004…
family p0005p0005_mother — mother · 1 sampleMmotherp0005_infant — child · 1 sampleCinfantp0005…
family p0007p0007_mother — mother · 1 sampleMmotherp0007_infant — child · 2 samplesCinfantp0007…
family p0009p0009_mother — mother · 2 samplesMmotherp0009_infant — child · 2 samplesCinfantp0009…
family p0010p0010_mother — mother · 1 sampleMmotherp0010_infant — child · 2 samplesCinfantp0010…
family p0015p0015_mother — mother · 2 samplesMmotherp0015_infant — child · 1 sampleCinfantp0015…
family p0016p0016_mother — mother · 2 samplesMmotherp0016_infant — child · 2 samplesCinfantp0016…
family p0017p0017_mother — mother · 1 sampleMmotherp0017_infant — child · 2 samplesCinfantp0017…
family p0018p0018_mother — mother · 2 samplesMmotherp0018_infant — child · 1 sampleCinfantp0018…
family p0019p0019_mother — mother · 1 sampleMmotherp0019_infant — child · 1 sampleCinfantp0019…
family p0020p0020_mother — mother · 1 sampleMmotherp0020_infant — child · 2 samplesCinfantp0020…
family p0025p0025_mother — mother · 1 sampleMmotherp0025_infant — child · 2 samplesCinfantp0025…
family p0026p0026_mother — mother · 2 samplesMmotherp0026_infant — child · 1 sampleCinfantp0026…
family p0028p0028_mother — mother · 2 samplesMmotherp0028_infant — child · 1 sampleCinfantp0028…
family p0029p0029_mother — mother · 1 sampleMmotherp0029_infant — child · 2 samplesCinfantp0029…
family p0030p0030_mother — mother · 1 sampleMmotherp0030_infant — child · 2 samplesCinfantp0030…
family p0033p0033_mother — mother · 2 samplesMmotherp0033_infant — child · 1 sampleCinfantp0033…
family p0036p0036_mother — mother · 1 sampleMmotherp0036_infant — child · 2 samplesCinfantp0036…
family p0037p0037_mother — mother · 1 sampleMmotherp0037_infant — child · 2 samplesCinfantp0037…
family p0040p0040_mother — mother · 1 sampleMmotherp0040_infant — child · 2 samplesCinfantp0040…
family p0043p0043_mother — mother · 1 sampleMmotherp0043_infant — child · 2 samplesCinfantp0043…
family p0045p0045_mother — mother · 2 samplesMmotherp0045_infant — child · 2 samplesCinfantp0045…
family p0046p0046_mother — mother · 2 samplesMmotherp0046_infant — child · 2 samplesCinfantp0046…

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 131 families (one per family structure, then more). 183 people in the project overall.

Families (25 of 131)
familymemberssamples
p0142mother + childSAMN37492968 · SAMN37492969 · SAMN37492970 · SAMN37492971
p0088mother + childSAMN37492935 · SAMN37492936 · SAMN37492937 · SAMN37492938
p0046mother + childSAMN37492955 · SAMN37492956 · SAMN37492957 · SAMN37492958
p0229mother + childSAMN37492919 · SAMN37492920 · SAMN37492921 · SAMN37492922
p0187mother + childSAMN37492985 · SAMN37492986 · SAMN37492987 · SAMN37492988
p0062mother + childSAMN37492964 · SAMN37492965 · SAMN37492966 · SAMN37492967
p0064mother + childSAMN37492926 · SAMN37492927 · SAMN37492928 · SAMN37492929
p0188mother + childSAMN37492891 · SAMN37492892 · SAMN37492893 · SAMN37492894
p0016mother + childSAMN37492949 · SAMN37492950 · SAMN37492951 · SAMN37492952
p0279mother + childSAMN37492883 · SAMN37492884 · SAMN37492885 · SAMN37492886
p0283mother + childSAMN37492909 · SAMN37492910 · SAMN37492911 · SAMN37492912
p0009mother + childSAMN37492902 · SAMN37492903 · SAMN37492904 · SAMN37492905
p0133mother + childSAMN37492898 · SAMN37492899 · SAMN37492900 · SAMN37492901
p0198mother + childSAMN37492913 · SAMN37492914 · SAMN37492915 · SAMN37492916
p0045mother + childSAMN37492959 · SAMN37492960 · SAMN37492961 · SAMN37492962
p0197mother + childSAMN37492770 · SAMN37492771 · SAMN37492772
p0176mother + childSAMN37492975 · SAMN37492976 · SAMN37492977
p0182mother + childSAMN37492629 · SAMN37492630 · SAMN37492631
p0180mother + childSAMN37492700 · SAMN37492701 · SAMN37492702
p0178mother + childSAMN37492718 · SAMN37492719 · SAMN37492720
p0177mother + childSAMN37492612 · SAMN37492613 · SAMN37492614
p0173mother + childSAMN37492561 · SAMN37492562 · SAMN37492563
p0175mother + childSAMN37492737 · SAMN37492738 · SAMN37492739
p0174mother + childSAMN37492600 · SAMN37492601 · SAMN37492602
p0201mother + childSAMN37492972 · SAMN37492973 · SAMN37492974

How longitudinal and relatedness information is derived

Community composition
Bifidobacterium 37.4%Escherichia 8.8%Bacteroides 7.5%Klebsiella 7.2%Phocaeicola 4.7%Clostridium 4.1%Veillonella 3.9%Streptococcus 2.3%Parabacteroides 1.7%Veillonella_A 1.6%Mediterraneibacter 1.6%Thomasclavelia 1.3%not assigned to a genus 4.1%other genera 13.7%

Genera, mean relative abundance over 290 profiled gut samples of this project (Sandpiper SingleM profiles, GTDB R232; low-depth and non-metagenome profiles left out).

Field coverage
fieldsamplescoverageR1R2R3R4
age_category334 67%
country497 100%497
health_condition0 0%
subject_id497 100%497
family_id497 100%497
family_role497 100%497
timepoint_label497 100%497
sex492 99%492
age_at_collection_days334 67%334
preterm_status334 67%334
Papers (4)
  • Human cytomegalovirus in breast milk is associated with milk composition and the infant gut microbiome and growth. PMID 39043677 PMC11266569 curated
  • Human milk variation is shaped by maternal genetics and impacts the infant gut microbiome. PMID 39265573 PMC11602576 curated
  • Assembly of the infant gut microbiome and resistome are linked to bacterial strains in mother's milk. PMID 41274878 PMC12749357 curated
  • Metagenomic polymorphic toxin effector and immunity profiling predicts microbiome development and disease-related dysbiosis. PMID 42171373 PMC13288982 curated
Details
Archive description

Metagenomic sequencing was performed for paired human milk and infant fecal samples from the MILK study. Milk sequencing was performed at 1 month postpartum (and 3 months for a subset of samples), and infant fecal sequencing was performed at 1 and 6 months.

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 · “milk and infant feces”
  • body site study.description · “milk and infant fecal samples from the”
  • body site study.title · “MILK study metagenomic sequencing”
  • body site study.description · “performed for paired human milk and infant fecal”
  • life stage external_curation.infant_catalog · “infant triage verdict include (0-3 y scope)”
  • life stage study.title · “human milk and infant feces”
Evidence examples (one per field × route)
samplefieldvaluerouteconf.sourcequote
SAMN37492489age_at_collection_days183R30.40paper.fulltext.methodscollected at one and six months of age
SAMN37492488countryUSR10.90biosample_attrUSA
SAMN37492488family_idp0019R10.85biosample.attribute:couple_idcouple_id: p0019
SAMN37492488family_rolemotherR10.70biosample.attribute:tissuetissue: Milk
SAMN37492489preterm_statustermR30.80paper.fulltext.methodsborn at term with a birth weight
SAMN37492488sexfemaleR10.90biosample_attrfemale
SAMN37492488subject_idp0019_motherR20.80archive
SAMN37492488timepoint_label1MR10.80biosample_attr1M
Sequencing

507 runs over 507 samples · mean 2.40 Gbp per run (median 2.60 Gbp, total 1,217.69 Gbp; 507 runs with a base count) · layout PAIRED 507 · platform ILLUMINA 507 · models Illumina NovaSeq 6000 (507) · 66% of runs with a Sandpiper profile · first public 2024-01-10 – 2024-01-28

Authors (27)

Johnson KE first · Hernandez-Alvarado N · Blackstad M · Heisel T · Allert M · Fields DA · Isganaitis E · Jacobs KM · Knights D · Lock EF · Rudolph MC · Gale CA · Schleiss MR · Albert FW · Demerath EW · Blekhman R last · Fürst A · Yerabandi N · Bode L · Ferretti P first · Rossi M · Gonia S · Schroer HW first · Beghini F · Raygoza Garay JA · Christakis NA · Bosch DE last

Downloads

PRJNA1019702.csv.gz (16.9 KB) · parquet (94.3 KB) — all 497 samples, every field with route and confidence · PRJNA1019702_determinations.csv.gz (21.3 KB) — 3,645 evidence rows

Samples (497 · every field this project has values for · hover a cell for its source)
Loading the sample table…