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PRJEB123871 ERP203769

Gut microbiome and CAR-T therapy response in B-cell lymphoma

Microbiome‐Based Modeling of CAR‐T Therapy Response in Lymphoma: Insights From Shotgun Metagenomics Sequencing

71 fecal samples from adult and elderly B-cell lymphoma patients treated with CAR-T therapy and healthy controls, analyzed by shotgun metagenomics in a case-control design. machine-written summary

71 samples · 71 runs · Adult · 2026 · 2.13 Gbp / sample

Sources
✓Sequence archive 476○Abstract / description○Full text✓Supplementary tables 11–External resources–User contribution–Human verified

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

what each source gave
✓ Sequence archive476 sample values (age, family id, family role, health condition, health condition detail, sex, shared setting id, shared setting type)
○ Abstract / descriptionread; no usable statement
○ Full textread; no usable statement or table · PMC13050679
✓ Supplementary tables11 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
Age
adult56
elderly15
Condition
other_cancer60
healthy_control11
Sex
male40
female31
Body site
primary71
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 %)all projects, 1–3 Gbp: 124,983 samples (22 %)this project, 1–3 Gbp: 53 samplesall projects, 3–10 Gbp: 253,728 samples (44 %)this project, 3–10 Gbp: 15 samplesall projects, 10–30 Gbp: 72,533 samples (13 %)this project, 10–30 Gbp: 3 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 2.13 Gbp per sample0130Gbp
Sampling design and relatedness

longitudinal — not resolvedhouseholdspartners / couplessiblings

30 of 41 people sampled more than once (60 samples; median 2, up to 2 per person). Schedule stated by the source: “Fecal samples collected before lymphodepleting chemotherapy (preLD) and ~1 month (D30) after CAR-T infusion; actual collection ranged day -62 to +208.”.

11 of 30 patients paired with a cohabiting family member control (10 spouses, 1 sister); pairs share the individual id P020-P030 · 11 families with 22 sampled people · 11 shared settings.

household_memberHhousehold_memberH
11 × household_member×2
family P020family P020P020_CTR — household member · 1 sampleHP020_…P020 — household member · 2 samplesHP020
family P021family P021P021_CTR — household member · 1 sampleHP021_…P021 — household member · 2 samplesHP021
family P022family P022P022_CTR — household member · 1 sampleHP022_…P022 — household member · 2 samplesHP022
family P023family P023P023_CTR — household member · 1 sampleHP023_…P023 — household member · 2 samplesHP023
family P024family P024P024_CTR — household member · 1 sampleHP024_…P024 — household member · 2 samplesHP024
family P025family P025P025_CTR — household member · 1 sampleHP025_…P025 — household member · 2 samplesHP025
family P026family P026P026_CTR — household member · 1 sampleHP026_…P026 — household member · 2 samplesHP026
family P027family P027P027_CTR — household member · 1 sampleHP027_…P027 — household member · 2 samplesHP027
family P028family P028P028_CTR — household member · 1 sampleHP028_…P028 — household member · 2 samplesHP028
family P029family P029P029_CTR — household member · 1 sampleHP029_…P029 — household member · 2 samplesHP029
family P030family P030P030_CTR — household member · 1 sampleHP030_…P030 — household member · 2 samplesHP030
household P020 · 2 peoplehousehold P020P020 — member · 2 samplesP020P020_CTR — member · 1 sampleP020_…
household P021 · 2 peoplehousehold P021P021 — member · 2 samplesP021P021_CTR — member · 1 sampleP021_…
household P022 · 2 peoplehousehold P022P022 — member · 2 samplesP022P022_CTR — member · 1 sampleP022_…
household P023 · 2 peoplehousehold P023P023 — member · 2 samplesP023P023_CTR — member · 1 sampleP023_…
household P024 · 2 peoplehousehold P024P024 — member · 2 samplesP024P024_CTR — member · 1 sampleP024_…
household P025 · 2 peoplehousehold P025P025 — member · 2 samplesP025P025_CTR — member · 1 sampleP025_…
household P026 · 2 peoplehousehold P026P026 — member · 2 samplesP026P026_CTR — member · 1 sampleP026_…
household P027 · 2 peoplehousehold P027P027 — member · 2 samplesP027P027_CTR — member · 1 sampleP027_…

household membermember · 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: 11 families · 8 of 11 shared settings. 41 people in the project overall.

Families (11)
familymemberssamples
P020household_member×2SAMEA123351189 · SAMEA123351190 · SAMEA123351191
P021household_member×2SAMEA123351192 · SAMEA123351193 · SAMEA123351194
P022household_member×2SAMEA123351195 · SAMEA123351196 · SAMEA123351197
P023household_member×2SAMEA123351198 · SAMEA123351199 · SAMEA123351200
P024household_member×2SAMEA123351201 · SAMEA123351202 · SAMEA123351203
P025household_member×2SAMEA123351204 · SAMEA123351205 · SAMEA123351206
P026household_member×2SAMEA123351207 · SAMEA123351208 · SAMEA123351209
P027household_member×2SAMEA123351210 · SAMEA123351211 · SAMEA123351212
P028household_member×2SAMEA123351213 · SAMEA123351214 · SAMEA123351215
P029household_member×2SAMEA123351216 · SAMEA123351217 · SAMEA123351218
P030household_member×2SAMEA123351219 · SAMEA123351220 · SAMEA123351221

How longitudinal and relatedness information is derived

Community composition

No Sandpiper profile for this project's samples yet.

Field coverage
fieldsamplescoverageR1R2R3R4
age_category71 100%
country0 0%
health_condition71 100%71
subject_id71 100%6011
age_at_collection_days71 100%71
health_condition_detail71 100%71
sex71 100%71
family_id33 46%33
family_role33 46%33
shared_setting_id33 46%33
shared_setting_type33 46%33
Papers (1)
  • Microbiome-Based Modeling of CAR-T Therapy Response in Lymphoma: Insights From Shotgun Metagenomics Sequencing. 2026 PMID 41582602 PMC13050679 own_data
Details
Archive description

The interplay between the commensal microbiota and the mammalian immune system may influence the outcomes of T cell‐driven cancer immunotherapies. However, clinical studies supporting microbiota‐based interventions in chimeric antigen receptor T‐cell (CAR‐T) therapy remain scarce. This study included 30 adult patients with B‐cell lymphoma treated with axicabtagene ciloleucel (axi‐cel) or 4‐1BB investigational product. Shotgun metagenomics sequencing (SMS) of fecal samples, collected before lymphodepletion and 1 month post infusion, enabled species‐level resolution. We also trained 25 microbiome‐based machine‐learning (ML) models for response prediction. Neither prior “high‐risk” antibiotics exposure nor alpha diversity influenced toxicity, response, or survival. However, dysbiosis was observed between 11 healthy controls and patients, particularly in those treated with axi‐cel. SMS identified species associated with clinical outcomes. Increased abundance of Alistipes senegalensis and Alistipes onderdonkii correlated with lower neurotoxicity and improved survival, respectively. Bifidobacterium longum was associated with reduced cytokine release syndrome, whereas Bifidobacterium adolescentis , Bifidobacterium bifidum , and Bifidobacterium breve correlated with poorer survival. ML models demonstrated strong predictive performance, with some identifying non‐responders using only six species selected by the Boruta method ( Bacteroides xylanisolvens , Bifidobacterium bifidum , Bifidobacterium breve , Eubacteriaceae bacterium Marseille‐Q4139, Negativibacillus massiliensis, and Sellimonas intestinalis). These findings deepen current knowledge and support prospective microbiota‐based strategies in CAR‐T therapy.

How this project entered the registry

Classified as human gut / stool shotgun DNA metagenome of adult and adolescent and elderly by deterministic_prior with confidence 0.90. Assay shotgun_dna.

  • host external_curation.infant_catalog · “infant triage reason_code age_adult_only”
  • body site study.description · “sequencing (SMS) of fecal samples, collected before”
  • body site external_curation.infant_catalog · “body_site_call gut”
  • life stage external_curation.infant_catalog · “infant triage reason_code age_adult_only”
  • life stage study.description · “study included 30 adult patients with B‐cell”
  • life stage study.description · “syndrome, whereas Bifidobacterium adolescentis , Bifidobacterium bifidum”
  • life stage sample.attr.age · “74 (n=20/71)”
Evidence examples (one per field × route)
samplefieldvaluerouteconf.sourcequote
SAMEA123351151age_at_collection_days14971.0R10.85sample.attr.age41
SAMEA123351189family_idP020R10.60biosample.attribute:individual+diseaseindividual=P020; disease=CONTROL; title=P020_CTR
SAMEA123351189family_rolehousehold_memberR10.60biosample.attribute:individual+diseaseindividual=P020; disease=CONTROL; title=P020_CTR
SAMEA123351151health_conditionother_cancerR10.85biosample.attribute:diseasePOST
SAMEA123351189health_conditionhealthy_controlR10.80biosample_attrCONTROL
SAMEA123351151health_condition_detailPOSTR10.90sample.attr.diseasePOST
SAMEA123351151sexfemaleR10.90sample.attr.biological_sexfemale
SAMEA123351189shared_setting_idP020R10.60biosample.attribute:individual+diseaseindividual=P020; disease=CONTROL; title=P020_CTR
SAMEA123351189shared_setting_typehouseholdR10.60biosample.attribute:individual+diseaseindividual=P020; disease=CONTROL; title=P020_CTR
SAMEA123351151subject_idP001R10.85sample.attr.individualP001
SAMEA123351189subject_idP020_CTRR20.80archive
Sequencing

71 runs over 71 samples · mean 3.24 Gbp per run (median 2.13 Gbp, total 229.75 Gbp; 71 runs with a base count) · layout PAIRED 71 · platform ILLUMINA 71 · models NextSeq 550 (71) · 0% of runs with a Sandpiper profile · first public 2026-08-27

Authors (0)

No author record.

Downloads

PRJEB123871.csv.gz (3.1 KB) · parquet (73.4 KB) — all 71 samples, every field with route and confidence · PRJEB123871_determinations.csv.gz (4.2 KB) — 487 evidence rows

Samples (71 · every field this project has values for · hover a cell for its source)
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