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PRJEB49206 ERP133688

Gut Microbiome in Hadza, Nepali, and Californian Populations

Extensive microbial novelty in the Hadza and Nepali gut microbiome reveals how lifestyle impacts composition and function

Cross-sectional study of 439 fecal samples from Tanzania (Hadza), Nepal, and California, USA, spanning age groups from neonate to adult, comparing non-industrialized and industrialized gut microbiomes. machine-written summary

439 samples · 457 runs · TZ, NP, US · Infant / toddler · 2022 · 19.06 Gbp / sample

Sources
✓Sequence archive 3,050○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 archive3,050 sample values (age, bmi, collection date, country, diet, diet detail, health condition detail, intervention)
○ Abstract / descriptionread; no usable statement
○ Full textread; no usable statement or table · PMC10330870, PMC9894631
– Supplementary tablesno supplementary tables available (or none open access)
– 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 · 3 countries
Age
adult180
infant107
unknown53
child51
adolescent34
neonate14
Sex
female205
male193
Country
TZ371
NP56
US12
Body site
primary418
excluded21
Collected 2013–2017
2013: 50 samples2014: 297 samples2016: 54 samples2017: 11 samples20132017
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 %)this project, 0.03–0.1 Gbp: 1 samplesall projects, 0.1–0.3 Gbp: 29,179 samples (5 %)all projects, 0.3–1 Gbp: 47,044 samples (8 %)all projects, 1–3 Gbp: 124,983 samples (22 %)this project, 1–3 Gbp: 5 samplesall projects, 3–10 Gbp: 253,728 samples (44 %)this project, 3–10 Gbp: 25 samplesall projects, 10–30 Gbp: 72,533 samples (13 %)this project, 10–30 Gbp: 286 samplesall projects, 30–100 Gbp: 3,024 samples (1 %)this project, 30–100 Gbp: 121 samplesall projects, 100–300 Gbp: 106 samples (0 %)this project, 100–300 Gbp: 1 samplesall projects, ≥ 300 Gbp: 9 samples (0 %)project median 19.06 Gbp per sample0130Gbp
Sampling design and relatedness

longitudinalcommunitytribe

72 of 228 people sampled more than once (261 samples; median 3, up to 11 per person) · follow-up median 3 mo (max 12 mo) · median interval between samples 2 d (time from collection dates). Schedule stated by the source: “Published timepoint_label field lists irregular day points (D_2,5,7,10,12,14,19,21,23) and a month-24 point (M_24) for a subset of samples; only 12% of samples carry a timepoint label.”.

157157: day 0157: day 91157: day 93157: day 95157: day 96157: day 97157: day 289158158: day 0158: day 0158: day 0158: day 0158: day 365158: day 365158: day 365158: day 365158: day 365159159: day 0159: day 0159: day 0159: day 0159: day 365162162: day 0162: day 0162: day 0162: day 0162: day 0162: day 365162: day 365162: day 365180180: day 0180: day 2180: day 4181181: day 0181: day 2181: day 4185185: day 0185: day 2185: day 4185: day 198185: day 200185: day 202185: day 206186186: day 0186: day 2186: day 4186: day 6187187: day 0187: day 2187: day 4187: day 6188188: day 0188: day 2188: day 4188: day 179193193: day 0193: day 2193: day 4197197: day 0197: day 2197: day 4197: day 198197: day 200197: day 202197: day 207248248: day 0248: day 5248: day 6268268: day 0268: day 2268: day 4268: day 9269269: day 0269: day 2269: day 7273273: day 0273: day 62273: day 64273: day 66273: day 70277277: day 0277: day 62277: day 64277: day 66277: day 70278278: day 0278: day 62278: day 64278: day 66278: day 70279279: day 0279: day 62279: day 64279: day 66279: day 70280280: day 0280: day 110280: day 110280: day 110330330: day 0330: day 2330: day 4330: day 9333333: day 0333: day 2333: day 4333: day 9371371: day 0371: day 2371: day 4371: day 9372372: day 0372: day 2372: day 4372: day 9379379: day 0379: day 2379: day 4379: day 95757: day 057: day 14157: day 14357: day 1455858: day 058: day 14158: day 14358: day 1456262: day 062: day 062: day 18262: day 1828484: day 084: day 14084: day 14484: day 3198585: day 085: day 14085: day 14285: day 1448787: day 087: day 14087: day 14287: day 1448888: day 088: day 14088: day 14288: day 1448989: day 089: day 14089: day 14289: day 33889: day 34089: day 3429393: day 093: day 12593: day 12793: day 12993: day 13193: day 32393: day 32593: day 32793: day 3319595: day 095: day 095: day 095: day 095: day 095: day 36595: day 36595: day 36595: day 36595: day 36595: day 3659797: day 097: day 36597: day 36597: day 36597: day 3650 d3 mo6 mo9 mo12 mo

Each row is one person (36 shown of 72); dots are samples at days since that person's first sample.

Hadza bush camps (17 camps with >=2 sampled people, e.g. HUKAMAKO 50, SENGELI 47 people) and Nepali ethnic groups (Tharu, Chepang, Raute, Raji)18 shared settings.

village or community HUKAMAKO · 51 peoplevillage or community HUKAMAKO100 — member · 1 sample100101 — member · 1 sample101103 — member · 1 sample103107 — member · 1 sample107108 — member · 1 sample108157 — member · 7 samples157158 — member · 9 samples158159 — member · 5 samples159162 — member · 8 samples1621650 — member · 1 sample16501651 — member · 1 sample16511653 — member · 1 sample16531655 — member · 1 sample1655185 — member · 7 samples185186 — member · 4 samples186187 — member · 4 samples187188 — member · 4 samples188189 — member · 2 samples189192 — member · 1 sample192193 — member · 3 samples193+31
village or community SENGELI · 47 peoplevillage or community SENGELI1640 — member · 1 sample16401660 — member · 1 sample16601662 — member · 1 sample1662180 — member · 3 samples180181 — member · 3 samples181182 — member · 2 samples182183 — member · 2 samples183184 — member · 1 sample184185 — member · 7 samples185188 — member · 4 samples188190 — member · 1 sample190191 — member · 1 sample191199 — member · 1 sample199200 — member · 1 sample200296 — member · 2 samples296306 — member · 2 samples306348 — member · 1 sample348349 — member · 1 sample349352 — member · 1 sample352354 — member · 1 sample354+27
ethnic group or tribe Tharu · 20 peopleethnic group or tribe TharuTHA0055JZ — member · 1 sample0055JZTHA0058AZ — member · 1 sample0058AZTHA0061JZ — member · 1 sample0061JZTHA0062YZ — member · 1 sample0062YZTHA0065JZ — member · 1 sample0065JZTHA0068JZ — member · 1 sample0068JZTHA0078JZ — member · 1 sample0078JZTHA1056YZ — member · 1 sample1056YZTHA1057JZ — member · 1 sample1057JZTHA1060YZ — member · 1 sample1060YZTHA1063YZ — member · 1 sample1063YZTHA1064JZ — member · 1 sample1064JZTHA1066YZ — member · 1 sample1066YZTHA1067YZ.1 — member · 1 sample1067Y…THA1070JZ — member · 1 sample1070JZTHA1071YZ — member · 1 sample1071YZTHA1072JZ — member · 1 sample1072JZTHA1074JZ — member · 1 sample1074JZTHA1075YZ — member · 1 sample1075YZTHA1076JZ — member · 1 sample1076JZTHA…
village or community GIDAMILANDA · 15 peoplevillage or community GIDAMILANDA295 — member · 1 sample295296 — member · 2 samples296297 — member · 1 sample297305 — member · 1 sample305306 — member · 2 samples306308 — member · 1 sample308309 — member · 1 sample309310 — member · 1 sample310313 — member · 1 sample313319 — member · 1 sample319320 — member · 1 sample32033 — member · 2 samples3334 — member · 2 samples3435 — member · 1 sample3536 — member · 2 samples36
ethnic group or tribe Chepang · 14 peopleethnic group or tribe ChepangCHE0002SZ — member · 1 sample0002SZCHE0004BZ — member · 1 sample0004BZCHE0005SZ — member · 1 sample0005SZCHE0009BZ — member · 1 sample0009BZCHE0010BZ — member · 1 sample0010BZCHE0012SZ — member · 1 sample0012SZCHE0013BZ — member · 1 sample0013BZCHE0014TZ — member · 1 sample0014TZCHE1003TZ — member · 1 sample1003TZCHE1006Z — member · 1 sample1006ZCHE1007SZ — member · 1 sample1007SZCHE1008TZ — member · 1 sample1008TZCHE1011TZ — member · 1 sample1011TZCHE1020TZ — member · 1 sample1020TZCHE…
ethnic group or tribe Raute · 12 peopleethnic group or tribe RauteRAU0015YZ — member · 1 sample0015YZRAU0016YZ — member · 1 sample0016YZRAU0022YZ — member · 1 sample0022YZRAU0027AZ — member · 1 sample0027AZRAU0028AZ — member · 1 sample0028AZRAU1009YZ — member · 1 sample1009YZRAU1011YZ — member · 1 sample1011YZRAU1013YZ — member · 1 sample1013YZRAU1014YZ — member · 1 sample1014YZRAU1020YZ — member · 1 sample1020YZRAU1026YZ — member · 1 sample1026YZRAU1029Y — member · 1 sample1029YRAU…
village or community GIDERU · 12 peoplevillage or community GIDERU281 — member · 2 samples281422 — member · 1 sample422424 — member · 1 sample424427 — member · 1 sample427428 — member · 1 sample428429 — member · 1 sample429433 — member · 1 sample433435 — member · 1 sample435437 — member · 1 sample437438 — member · 1 sample438439 — member · 1 sample439445 — member · 1 sample445
village or community ENDAMANGA_SCHOOL · 11 peoplevillage or community ENDAMANGA_SCHOOL227 — member · 1 sample227228 — member · 1 sample228231 — member · 1 sample231232 — member · 1 sample232233 — member · 1 sample233234 — member · 1 sample234235 — member · 1 sample235236 — member · 1 sample236239 — member · 1 sample239240 — member · 1 sample240241 — member · 1 sample241

member · 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: 8 of 18 shared settings. 228 people in the project overall.

How longitudinal and relatedness information is derived

Community composition
Prevotella 25.3%Cryptobacteroides 4.7%Faecalibacterium 3.3%Vescimonas 2.4%Bifidobacterium 2.2%Roseburia 2.1%Treponema_D 1.7%Succinivibrio 1.6%Blautia_A 1.5%Alloprevotella 1.4%Hominicoprocola 1.1%CAG-269 1.1%not assigned to a genus 2.9%other genera 48.6%

Genera, mean relative abundance over 382 profiled gut samples of this project (Sandpiper SingleM profiles, GTDB R232; low-depth and non-metagenome profiles left out).

Field coverage
fieldsamplescoverageR1R2R3R4
age_category386 88%
country439 100%439
health_condition0 0%
subject_id418 95%418
collection_date412 94%412
shared_setting_id405 92%405
shared_setting_type405 92%405
sex398 91%398
age_at_collection_days386 88%386
health_condition_detail54 12%54
timepoint_label54 12%54
detailed_location11 3%
diet11 3%11
diet_detail11 3%11
intervention11 3%11
intervention_detail11 3%11
latitude11 3%11
location_region11 3%11
longitude11 3%11
bmi2 0%2
Papers (9)
  • Seasonal cycling in the gut microbiome of the Hadza hunter-gatherers of Tanzania. 2017 PMID 28839072 PMC5891123 cites_accession
  • Rapid species-level metagenome profiling and containment estimation with sylph. 2025 PMID 39379646 PMC12339375 cites_accession
  • The physical biogeography of Fusobacterium nucleatum in health and disease. 2025 PMID 40062772 PMC11980382 cites_accession
  • Functional archetypes in the human gut microbiome reveal metabolic diversity, stability, and influence disease-associated signatures. 2025 PMID 41299634 PMC12659530 cites_accession
  • Early-life colonization with Clostridioides difficile remodels the developing gut. 2026 PMID 42691172 PMC13626140 cites_accession
4 more
  • Laccase-mediated biotransformation potential for fluorinated compounds by geographically diverse human gut microbiota 2026
  • Robust variation in infant gut microbiome assembly across a spectrum of lifestyles. 2022 PMID 35679413 PMC9894631
  • Ultra-deep sequencing of Hadza hunter-gatherers recovers vanishing gut microbes. 2023 PMID 37348505 PMC10330870
  • Ultra-deep Sequencing of Hadza Hunter-Gatherers Recovers Vanishing Gut Microbes 2022
Details
Archive description

The gut microbiome has been identified as a key to immune and metabolic health, especially in industrialized populations. Non-industrialized individuals harbor more diverse microbiomes and distinct bacterial lineages, but systemic under-sampling has hindered insight into the extent and functional consequences of these differences. Here, we performed ultra-deep metagenomic sequencing and laboratory strain isolation on fecal samples from the Hadza, hunter-gatherers in Tanzania, and comparative populations in Nepal and California. We recover 94,971 total genomes of bacteria, archaea, bacteriophage, and eukaryotes, and find that 43% are novel upon aggregating with existing unified datasets. Analysis of in situ growth rates, genetic pN/pS signatures, and high-resolution strain tracking reveal dynamics in the hunter-gatherer gut microbiome that are distinct from industrialized populations. Industrialized versus Hadza gut microbes are enriched in genes associated with oxidative stress, possibly a result of microbiome adaptation to inflammatory processes. We use phylogenomics to reveal that global spread of the spirochaete Treponema succinifaciens parallels historic human migration prior to its extinction in industrialized populations. When combined with a detailed definition of gut-resident strains that are vanishing in industrialized populations, our data demonstrate extensive perturbation in many facets of the gut microbiome brought on by the industrialized lifestyle.

How this project entered the registry

Classified as human gut / stool / skin 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 · “Hadza and Nepali gut microbiome reveals how”
  • body site study.description · “The gut microbiome has been”
  • body site run.scientific_name · “human skin metagenome”
  • life stage external_curation.infant_catalog · “infant triage verdict include (0-3 y scope)”
Evidence examples (one per field × route)
samplefieldvaluerouteconf.sourcequote
SAMEA11460262age_at_collection_days12784R10.85sample.attr.host_age35
SAMEA4765564age_at_collection_days1096R10.85biosample_attrhost_age=3 (years; U1_sibling_unit_attr)
SAMEA11460264bmi13.15R10.90biosample.attribute:host_body_mass_indexhost_body_mass_index: 13.14924392
SAMEA4765500collection_date2013-09-06R10.85biosample.attribute:collection_timestampcollection_timestamp: 2013-09-06
SAMN20031235collection_date2017R10.90biosample.attribute:collection_date2017
SAMEA11460262countryTZR10.90biosample_attrTanzania
SAMN20031235diettherapeutic_or_study_dietR10.70biosample.attribute:host_dietFiber
SAMN20031235diet_detailFiberR10.70biosample.attribute:host_dietFiber
SAMEA4969120health_condition_detailOMNIR10.90biosample.attribute:conditioncondition: OMNI
SAMN20031235interventiondiet_interventionR10.90biosample.attribute:host_diethost_diet: Fiber
SAMN20031235intervention_detailhigh fiber diet armR10.90biosample.attribute:host_diethost_diet: Fiber
SAMN20031235latitude37.4275R10.90biosample.attribute:lat_lon37.4275 N 122.1697 W
SAMN20031235location_regionCaliforniaR10.85biosample.attribute:geo_loc_nameUSA: California
SAMN20031235longitude-122.1697R10.90biosample.attribute:lat_lon37.4275 N 122.1697 W
SAMEA11460262sexfemaleR10.90biosample_attrfemale
SAMEA11460263shared_setting_idHUKAMAKOR10.85biosample.attribute:BUSH_CAMPBUSH_CAMP: HUKAMAKO
SAMEA11460266shared_setting_idRajiR10.85biosample.attribute:PopulationPopulation: Raji
SAMEA4765500shared_setting_idMWAMUDUR10.85biosample.attribute:bush_campbush_camp: MWAMUDU
SAMEA4969120shared_setting_idChepangR10.85biosample.attribute:populationpopulation: Chepang
SAMEA11460263shared_setting_typevillage_or_communityR10.85biosample.attribute:BUSH_CAMPBUSH_CAMP: HUKAMAKO
SAMEA11460266shared_setting_typeethnic_group_or_tribeR10.85biosample.attribute:PopulationPopulation: Raji
SAMEA4765500shared_setting_typevillage_or_communityR10.85biosample.attribute:bush_campbush_camp: MWAMUDU
SAMEA4969120shared_setting_typeethnic_group_or_tribeR10.85biosample.attribute:populationpopulation: Chepang
SAMEA11460262subject_id194R10.85biosample_attr194
SAMEA11460266subject_idRAJ1013YZR10.70sample.name_rule:TITLE11947.RAJ1013YZ
SAMEA4765641timepoint_labelD_12R10.70run.library_nameHadza_MoBio_hadza-I-L_D_12_1182
Sequencing

477 runs over 439 samples · mean 22.00 Gbp per run (median 17.35 Gbp, total 10,492.64 Gbp; 477 runs with a base count) · layout PAIRED 477 · platform ILLUMINA 477 · models Illumina NovaSeq 6000 (477) · 86% of runs with a Sandpiper profile · first public 2022-04-01 – 2022-04-20

Authors (24)

Smits SA first · Leach J · Sonnenburg ED · Gonzalez CG · Lichtman JS · Reid G · Knight R · Manjurano A · Changalucha J · Elias JE · Dominguez-Bello MG · Sonnenburg JL last · Fragiadakis GK first · Van Treuren W · Jha AR first · Davenport ER · Gautam Y · Bhandari D · Tandukar S · Ng KM · Holmes S · Gautam GP · Sherchand JB · Bustamante CD

Downloads

PRJEB49206.csv.gz (16.7 KB) · parquet (95.0 KB) — all 439 samples, every field with route and confidence · PRJEB49206_determinations.csv.gz (24.7 KB) — 3,050 evidence rows

Samples (439 · every field this project has values for · hover a cell for its source)
Loading the sample table…